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wicoFewShotSubmission1.ipynb
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{
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"metadata": {
"colab": {
"name": "wicoFewShotSubmission1.ipynb",
"provenance": [],
"collapsed_sections": [],
"authorship_tag": "ABX9TyNnnTYoFUJIs4v7ncCLtmG/",
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
}
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/brockmanmatt/7265297f21634693868c2aad9d2c5919/wicofewshotsubmission1.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "code",
"metadata": {
"id": "J7wnsgT2kPut",
"colab_type": "code",
"colab": {
"resources": {
"http://localhost:8080/nbextensions/google.colab/files.js": {
"data": 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"ok": true,
"headers": [
[
"content-type",
"application/javascript"
]
],
"status": 200,
"status_text": ""
}
},
"base_uri": "https://localhost:8080/",
"height": 89
},
"outputId": "a50cffd4-4f35-42cf-f906-99982b7202e2"
},
"source": [
"from google.colab import files\n",
"uploaded = files.upload()\n",
"print(\"done\")"
],
"execution_count": 1,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/html": [
"\n",
" <input type=\"file\" id=\"files-3e0cfe6d-1feb-48da-baba-936cb79a78e1\" name=\"files[]\" multiple disabled\n",
" style=\"border:none\" />\n",
" <output id=\"result-3e0cfe6d-1feb-48da-baba-936cb79a78e1\">\n",
" Upload widget is only available when the cell has been executed in the\n",
" current browser session. Please rerun this cell to enable.\n",
" </output>\n",
" <script src=\"/nbextensions/google.colab/files.js\"></script> "
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {
"tags": []
}
},
{
"output_type": "stream",
"text": [
"Saving key.json to key.json\n",
"done\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "WHPHrUnhpKnI",
"colab_type": "text"
},
"source": [
"I'll install the API"
]
},
{
"cell_type": "code",
"metadata": {
"id": "zq0ltp2xn4yt",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 292
},
"outputId": "d6c7c355-5e1f-4300-a6c0-97926be88c13"
},
"source": [
"!pip install openai\n",
"import openai, json, pandas as pd"
],
"execution_count": 2,
"outputs": [
{
"output_type": "stream",
"text": [
"Collecting openai\n",
"\u001b[?25l Downloading https://files.pythonhosted.org/packages/a8/65/c7461f4c87984534683f480ea5742777bc39bbf5721123194c2d0347dc1f/openai-0.2.4.tar.gz (157kB)\n",
"\u001b[K |████████████████████████████████| 163kB 2.8MB/s \n",
"\u001b[?25hRequirement already satisfied: requests>=2.20 in /usr/local/lib/python3.6/dist-packages (from openai) (2.23.0)\n",
"Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.6/dist-packages (from requests>=2.20->openai) (3.0.4)\n",
"Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.6/dist-packages (from requests>=2.20->openai) (2.10)\n",
"Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.6/dist-packages (from requests>=2.20->openai) (1.24.3)\n",
"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.6/dist-packages (from requests>=2.20->openai) (2020.6.20)\n",
"Building wheels for collected packages: openai\n",
" Building wheel for openai (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for openai: filename=openai-0.2.4-cp36-none-any.whl size=170709 sha256=4d31a3b70fcd5c3d2271fd680e0641aa20ca7a10056e37f21e9d72f3bdefcb7a\n",
" Stored in directory: /root/.cache/pip/wheels/74/96/c8/c6e170929c276b836613e1b9985343b501fe455e53d85e7d48\n",
"Successfully built openai\n",
"Installing collected packages: openai\n",
"Successfully installed openai-0.2.4\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "Q2yE0jcnpMEV",
"colab_type": "text"
},
"source": [
"Loading in key.json that I uploaded; I do this so I don't need to worry about accidently leaking creds if I share the colab (which I'm 99% sure is just a json file that won't expose them)"
]
},
{
"cell_type": "code",
"metadata": {
"id": "bwNXXwHen5x9",
"colab_type": "code",
"colab": {}
},
"source": [
"openai.api_key = json.load(open(\"key.json\", \"r\"))[\"key\"]"
],
"execution_count": 3,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "k67w5H0fpTkT",
"colab_type": "text"
},
"source": [
"Default keyword arguments to pass the aPI"
]
},
{
"cell_type": "code",
"metadata": {
"id": "e1EwpqqJkTYh",
"colab_type": "code",
"colab": {}
},
"source": [
"#arguments to send the API\n",
"kwargs = {\n",
"\"engine\":\"davinci\",\n",
"\"temperature\":0,\n",
"\"max_tokens\":150,\n",
"\"stop\":\"\\n\",\n",
"}"
],
"execution_count": 4,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "zZubgPoOpWDH",
"colab_type": "text"
},
"source": [
"Quick wrapper to automatically save prompts and responses sent for later analysis if needed"
]
},
{
"cell_type": "code",
"metadata": {
"id": "sXTDJx0An9Bl",
"colab_type": "code",
"colab": {}
},
"source": [
"import datetime\n",
"def query(prompt, myKwargs = kwargs):\n",
" \"\"\"\n",
" wrapper for the API to save the prompt and the result\n",
" \"\"\"\n",
"\n",
" r = openai.Completion.create(prompt=prompt, **myKwargs)[\"choices\"][0][\"text\"].strip()\n",
" return r"
],
"execution_count": 5,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "EdFXafcJpZ3Q",
"colab_type": "text"
},
"source": [
"Test to make sure my query works"
]
},
{
"cell_type": "code",
"metadata": {
"id": "4SlyKgjyopPn",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 35
},
"outputId": "eb4862ba-2977-4956-89f0-b1095cfb49d5"
},
"source": [
"newKwargs = kwargs.copy()\n",
"newKwargs[\"stop\"] = \"\\n\"\n",
"query(\"q: what is 1+1?\\na:\", newKwargs)"
],
"execution_count": 6,
"outputs": [
{
"output_type": "execute_result",
"data": {
"application/vnd.google.colaboratory.intrinsic+json": {
"type": "string"
},
"text/plain": [
"'2'"
]
},
"metadata": {
"tags": []
},
"execution_count": 6
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "cePzRl_97BtB",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 204
},
"outputId": "66c01d40-a7ba-4969-f4bf-a485ab97f8d4"
},
"source": [
"!wget https://pilehvar.github.io/wic/package/WiC_dataset.zip"
],
"execution_count": 7,
"outputs": [
{
"output_type": "stream",
"text": [
"--2020-07-29 02:23:51-- https://pilehvar.github.io/wic/package/WiC_dataset.zip\n",
"Resolving pilehvar.github.io (pilehvar.github.io)... 185.199.110.153, 185.199.109.153, 185.199.111.153, ...\n",
"Connecting to pilehvar.github.io (pilehvar.github.io)|185.199.110.153|:443... connected.\n",
"HTTP request sent, awaiting response... 200 OK\n",
"Length: 275513 (269K) [application/zip]\n",
"Saving to: ‘WiC_dataset.zip’\n",
"\n",
"WiC_dataset.zip 100%[===================>] 269.06K --.-KB/s in 0.06s \n",
"\n",
"2020-07-29 02:23:51 (4.60 MB/s) - ‘WiC_dataset.zip’ saved [275513/275513]\n",
"\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "xjOy6fi47W-S",
"colab_type": "code",
"colab": {}
},
"source": [
"import zipfile\n",
"with zipfile.ZipFile(\"WiC_dataset.zip\",\"r\") as zip_ref:\n",
" zip_ref.extractall(\".\")\n"
],
"execution_count": 8,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "zC0PRVJq7ukB",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 34
},
"outputId": "1da40375-bd7d-4fca-99c4-9521fca7dcf9"
},
"source": [
"ls"
],
"execution_count": 9,
"outputs": [
{
"output_type": "stream",
"text": [
"\u001b[0m\u001b[01;34mdev\u001b[0m/ key.json README.txt \u001b[01;34msample_data\u001b[0m/ \u001b[01;34mtest\u001b[0m/ \u001b[01;34mtrain\u001b[0m/ WiC_dataset.zip\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "Rlvz6LxA7xgV",
"colab_type": "code",
"colab": {}
},
"source": [
"train = pd.read_csv(\"train/train.data.txt\", sep='\\t', header=None)\n",
"train.columns = [\"target\", \"pos\", \"position\", \"context-1\", \"context-2\"]\n",
"train_gold = pd.read_csv(\"train/train.gold.txt\", sep='\\t', header=None)\n",
"train_gold.columns = [\"label\"]"
],
"execution_count": 10,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "ZgvRPFKf8vv1",
"colab_type": "code",
"colab": {}
},
"source": [
"train = pd.concat([train_gold,train], axis=1)"
],
"execution_count": 11,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "lWy9cfPd857u",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 204
},
"outputId": "dcc04d98-10f1-4dc6-b44b-7f2be62a2339"
},
"source": [
"train.head()"
],
"execution_count": 12,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>label</th>\n",
" <th>target</th>\n",
" <th>pos</th>\n",
" <th>position</th>\n",
" <th>context-1</th>\n",
" <th>context-2</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>F</td>\n",
" <td>carry</td>\n",
" <td>V</td>\n",
" <td>2-1</td>\n",
" <td>You must carry your camping gear .</td>\n",
" <td>Sound carries well over water .</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>F</td>\n",
" <td>go</td>\n",
" <td>V</td>\n",
" <td>2-6</td>\n",
" <td>Messages must go through diplomatic channels .</td>\n",
" <td>Do you think the sofa will go through the door ?</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>F</td>\n",
" <td>break</td>\n",
" <td>V</td>\n",
" <td>0-2</td>\n",
" <td>Break an alibi .</td>\n",
" <td>The wholesaler broke the container loads into ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>T</td>\n",
" <td>cup</td>\n",
" <td>N</td>\n",
" <td>8-4</td>\n",
" <td>He wore a jock strap with a metal cup .</td>\n",
" <td>Bees filled the waxen cups with honey .</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>F</td>\n",
" <td>academy</td>\n",
" <td>N</td>\n",
" <td>1-2</td>\n",
" <td>The Academy of Music .</td>\n",
" <td>The French Academy .</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" label ... context-2\n",
"0 F ... Sound carries well over water .\n",
"1 F ... Do you think the sofa will go through the door ?\n",
"2 F ... The wholesaler broke the container loads into ...\n",
"3 T ... Bees filled the waxen cups with honey .\n",
"4 F ... The French Academy .\n",
"\n",
"[5 rows x 6 columns]"
]
},
"metadata": {
"tags": []
},
"execution_count": 12
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "4qatGAQCYzXx",
"colab_type": "code",
"colab": {}
},
"source": [
""
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "9BotHv8iYk-H",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
},
"outputId": "e4b0cc81-84aa-4f31-98af-a21718c2becb"
},
"source": [
"#arguments to send the API\n",
"kwargs1 = {\n",
"\"engine\":\"davinci\",\n",
"\"temperature\":0,\n",
"\"max_tokens\":30,\n",
"\"stop\":\"\\n\",\n",
"}\n",
"\n",
"results = pd.DataFrame()\n",
"for row in train[:200].iterrows():\n",
" s1 = row[1][\"context-1\"]\n",
" s2 = row[1][\"context-2\"]\n",
" target = row[1][\"target\"]\n",
" label = row[1][\"label\"]\n",
"\n",
" if row[1][\"pos\"] == \"V\":\n",
" myExample = \"Sentence: I watched a truck on the road\\nq: How is the 'to watched' being used?\\na: In simple language, it means 'to see'.\\n\\n\"\n",
" myExample += \"Sentence: Jim flew through the test\\nq: How is the 'fly' being used?\\na: In simple language, it means 'quickly complete'.\\n\\n\"\n",
"\n",
" #subject1 = query(\"sentence: '{}'\\nq: what noun is the main subject of the previous sentence?\\na:\".format(s1), myKwargs=kwargs1)\n",
" q1 = \"Sentence: {}\\nq: How is the verb '{}' being used?\\na: In simple language, it means\".format(s1, target)\n",
" \n",
" #subject2 = query(\"sentence: '{}'\\nq: what noun is the main subject of the previous sentence?\\na:\".format(s2), myKwargs=kwargs1)\n",
" q2 = \"Sentence: {}\\nq: How is the verb '{}' being used?\\na: In simple language, it means\".format(s2, target)\n",
"\n",
" if row[1][\"pos\"] == \"N\":\n",
" myExample = \"Sentence: I watched a truck on the road\\nq: How is the 'truck' being used?\\na: In simple language, it means 'a large vehicle'.\\n\\n\"\n",
" myExample += \"Sentence: Jim flew through the test like lightning\\nq: How is 'lightning' being used?\\na: In simple language, it means 'something quick'.\\n\\n\"\n",
"\n",
" #subject1 = query(\"sentence: '{}'\\nq: what noun is the main subject of the previous sentence?\\na:\".format(s1), myKwargs=kwargs1)\n",
" q1 = \"Sentence: {}\\nq: How is the word '{}' being used?\\na: In simple language, it means\".format(s1, target)\n",
" \n",
" #subject2 = query(\"sentence: '{}'\\nq: what noun is the main subject of the previous sentence?\\na:\".format(s2), myKwargs=kwargs1)\n",
" q2 = \"Sentence: {}\\nq: How is the word '{}' being used?\\na: In simple language, it means\".format(s2, target)\n",
"\n",
" print(q1)\n",
" a1= query(myExample + q1, myKwargs=kwargs1)\n",
" print(a1)\n",
"\n",
" print(q2)\n",
" a2 = query(myExample + q1 + a1 + \"\\n\\n\" + q2, myKwargs=kwargs1)\n",
" print(a2)\n",
"\n",
" similar = openai.Engine(\"davinci\").search(documents=[a2],query=a1)[\"data\"][0][\"score\"]\n",
"\n",
" print(\"similarity: {}\".format(similar))\n",
" print(\"intent: {}\".format(label))\n",
"\n",
" results.at[row[0], \"q1\"] = q1\n",
" results.at[row[0], \"q2\"] = q2\n",
"\n",
" results.at[row[0], \"target\"] = target\n",
" results.at[row[0], \"pos\"] = row[1][\"pos\"]\n",
" results.at[row[0], \"a1\"] = a1\n",
" results.at[row[0], \"a2\"] = a2\n",
" results.at[row[0], \"sim\"] = similar\n",
" results.at[row[0], \"label\"] = label\n",
"\n",
" print (\"*************\")"
],
"execution_count": 23,
"outputs": [
{
"output_type": "stream",
"text": [
"Sentence: You must carry your camping gear .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'to transport'.\n",
"Sentence: Sound carries well over water .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'to transmit'.\n",
"similarity: 322.534\n",
"intent: F\n",
"*************\n",
"Sentence: Messages must go through diplomatic channels .\n",
"q: How is the verb 'go' being used?\n",
"a: In simple language, it means\n",
"'to be sent'.\n",
"Sentence: Do you think the sofa will go through the door ?\n",
"q: How is the verb 'go' being used?\n",
"a: In simple language, it means\n",
"'to fit'.\n",
"similarity: 118.271\n",
"intent: F\n",
"*************\n",
"Sentence: Break an alibi .\n",
"q: How is the verb 'break' being used?\n",
"a: In simple language, it means\n",
"'to destroy'.\n",
"Sentence: The wholesaler broke the container loads into palettes and boxes for local retailers .\n",
"q: How is the verb 'break' being used?\n",
"a: In simple language, it means\n",
"'to divide'.\n",
"similarity: 247.996\n",
"intent: F\n",
"*************\n",
"Sentence: He wore a jock strap with a metal cup .\n",
"q: How is the word 'cup' being used?\n",
"a: In simple language, it means\n",
"'a container'.\n",
"Sentence: Bees filled the waxen cups with honey .\n",
"q: How is the word 'cup' being used?\n",
"a: In simple language, it means\n",
"'a container'.\n",
"similarity: 460.111\n",
"intent: T\n",
"*************\n",
"Sentence: The Academy of Music .\n",
"q: How is the word 'academy' being used?\n",
"a: In simple language, it means\n",
"'a school'.\n",
"Sentence: The French Academy .\n",
"q: How is the word 'academy' being used?\n",
"a: In simple language, it means\n",
"'a group of people who are experts in a particular field'.\n",
"similarity: 225.563\n",
"intent: F\n",
"*************\n",
"Sentence: Set the table .\n",
"q: How is the verb 'set' being used?\n",
"a: In simple language, it means\n",
"'to put'.\n",
"Sentence: To set glass in a sash .\n",
"q: How is the verb 'set' being used?\n",
"a: In simple language, it means\n",
"'to put'.\n",
"similarity: 395.217\n",
"intent: F\n",
"*************\n",
"Sentence: Starch clothes .\n",
"q: How is the verb 'starch' being used?\n",
"a: In simple language, it means\n",
"'to iron clothes'.\n",
"Sentence: She starched her blouses .\n",
"q: How is the verb 'starch' being used?\n",
"a: In simple language, it means\n",
"'to iron clothes'.\n",
"similarity: 471.471\n",
"intent: T\n",
"*************\n",
"Sentence: Do you take sugar in your coffee ?\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to consume'.\n",
"Sentence: A reading was taken of the earth 's tremors .\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to measure'.\n",
"similarity: 201.264\n",
"intent: F\n",
"*************\n",
"Sentence: I try to avoid the company of gamblers .\n",
"q: How is the verb 'avoid' being used?\n",
"a: In simple language, it means\n",
"'to keep away from'.\n",
"Sentence: We avoided the ball .\n",
"q: How is the verb 'avoid' being used?\n",
"a: In simple language, it means\n",
"'to keep away from'.\n",
"similarity: 305.857\n",
"intent: T\n",
"*************\n",
"Sentence: He got clearance to travel to America , even though he had previous links to terrorists .\n",
"q: How is the word 'clearance' being used?\n",
"a: In simple language, it means\n",
"'permission'.\n",
"Sentence: The plane got clearance from air traffic control , and we were off .\n",
"q: How is the word 'clearance' being used?\n",
"a: In simple language, it means\n",
"'permission'.\n",
"similarity: 388.443\n",
"intent: T\n",
"*************\n",
"Sentence: Come out of the closet !\n",
"q: How is the verb 'come' being used?\n",
"a: In simple language, it means\n",
"'to appear'.\n",
"Sentence: He came singing down the road .\n",
"q: How is the verb 'come' being used?\n",
"a: In simple language, it means\n",
"'to arrive'.\n",
"similarity: 277.229\n",
"intent: T\n",
"*************\n",
"Sentence: Before laying sod on that clay , the ground needs two inches of coverage with topsoil .\n",
"q: How is the word 'coverage' being used?\n",
"a: In simple language, it means\n",
"'a layer of something'.\n",
"Sentence: The dictionary 's coverage of standard English is excellent .\n",
"q: How is the word 'coverage' being used?\n",
"a: In simple language, it means\n",
"'the amount of something'.\n",
"similarity: 185.995\n",
"intent: T\n",
"*************\n",
"Sentence: Her death came as a terrible shock .\n",
"q: How is the word 'death' being used?\n",
"a: In simple language, it means\n",
"'the end of life'.\n",
"Sentence: He had two deaths on his conscience .\n",
"q: How is the word 'death' being used?\n",
"a: In simple language, it means\n",
"'the end of life'.\n",
"similarity: 230.389\n",
"intent: F\n",
"*************\n",
"Sentence: The despite in which outsiders were held is legendary .\n",
"q: How is the word 'despite' being used?\n",
"a: In simple language, it means\n",
"'in spite of'.\n",
"Sentence: She wanted neither favor nor despite .\n",
"q: How is the word 'despite' being used?\n",
"a: In simple language, it means\n",
"'in spite of'.\n",
"similarity: 319.632\n",
"intent: F\n",
"*************\n",
"Sentence: A school of small glittering fish swam by .\n",
"q: How is the word 'school' being used?\n",
"a: In simple language, it means\n",
"'a group of fish'.\n",
"Sentence: The divers encountered a huge school of mackerel .\n",
"q: How is the word 'school' being used?\n",
"a: In simple language, it means\n",
"'a group of fish'.\n",
"similarity: 370.294\n",
"intent: T\n",
"*************\n",
"Sentence: We should go farther in this matter .\n",
"q: How is the verb 'go' being used?\n",
"a: In simple language, it means\n",
"'to proceed'.\n",
"Sentence: She went through a lot of trouble .\n",
"q: How is the verb 'go' being used?\n",
"a: In simple language, it means\n",
"'to experience'.\n",
"similarity: 201.454\n",
"intent: T\n",
"*************\n",
"Sentence: The United Nations must have the power to propose and organize action without being hobbled by irrelevant issues .\n",
"q: How is the word 'action' being used?\n",
"a: In simple language, it means\n",
"'work'.\n",
"Sentence: Recent federal action undermined the segregationist position .\n",
"q: How is the word 'action' being used?\n",
"a: In simple language, it means\n",
"'work'.\n",
"similarity: 421.835\n",
"intent: T\n",
"*************\n",
"Sentence: Fall by the wayside .\n",
"q: How is the verb 'fall' being used?\n",
"a: In simple language, it means\n",
"'to fail'.\n",
"Sentence: The cities fell to the enemy .\n",
"q: How is the verb 'fall' being used?\n",
"a: In simple language, it means\n",
"'to be conquered'.\n",
"similarity: 177.639\n",
"intent: F\n",
"*************\n",
"Sentence: This dough does not work easily .\n",
"q: How is the verb 'work' being used?\n",
"a: In simple language, it means\n",
"'to be effective'.\n",
"Sentence: Work the phones .\n",
"q: How is the verb 'work' being used?\n",
"a: In simple language, it means\n",
"'to call'.\n",
"similarity: 123.988\n",
"intent: F\n",
"*************\n",
"Sentence: The armies met in the shock of battle .\n",
"q: How is the word 'shock' being used?\n",
"a: In simple language, it means\n",
"'a sudden attack'.\n",
"Sentence: The train hit the buffers with a great shock .\n",
"q: How is the word 'shock' being used?\n",
"a: In simple language, it means\n",
"'a sudden stop'.\n",
"similarity: 271.452\n",
"intent: F\n",
"*************\n",
"Sentence: This speech did n't play well with the American public .\n",
"q: How is the verb 'play' being used?\n",
"a: In simple language, it means\n",
"'to be well received'.\n",
"Sentence: Play football .\n",
"q: How is the verb 'play' being used?\n",
"a: In simple language, it means\n",
"'to participate in a sport'.\n",
"similarity: 145.504\n",
"intent: F\n",
"*************\n",
"Sentence: What do you make of his remarks ?\n",
"q: How is the verb 'make' being used?\n",
"a: In simple language, it means\n",
"'to understand'.\n",
"Sentence: Make a dress .\n",
"q: How is the verb 'make' being used?\n",
"a: In simple language, it means\n",
"'to create'.\n",
"similarity: 215.769\n",
"intent: F\n",
"*************\n",
"Sentence: The so-called glorious experiment came to an inglorious end .\n",
"q: How is the word 'end' being used?\n",
"a: In simple language, it means\n",
"'the end of something'.\n",
"Sentence: The end was exciting .\n",
"q: How is the word 'end' being used?\n",
"a: In simple language, it means\n",
"'the end of something'.\n",
"similarity: 287.405\n",
"intent: F\n",
"*************\n",
"Sentence: There was a break in the action when a player was hurt .\n",
"q: How is the word 'break' being used?\n",
"a: In simple language, it means\n",
"'a pause'.\n",
"Sentence: He was up two breaks in the second set .\n",
"q: How is the word 'break' being used?\n",
"a: In simple language, it means\n",
"'a lead'.\n",
"similarity: 234.141\n",
"intent: F\n",
"*************\n",
"Sentence: It was a heavy play and the actors tried in vain to give life to it .\n",
"q: How is the word 'life' being used?\n",
"a: In simple language, it means\n",
"'to make something lively'.\n",
"Sentence: The life of this milk carton may be thousands of years in this landfill .\n",
"q: How is the word 'life' being used?\n",
"a: In simple language, it means\n",
"'the period of existence of something'.\n",
"similarity: 122.75\n",
"intent: F\n",
"*************\n",
"Sentence: There was too much for one person to do .\n",
"q: How is the word 'person' being used?\n",
"a: In simple language, it means\n",
"'a human being'.\n",
"Sentence: Each person is unique , both mentally and physically .\n",
"q: How is the word 'person' being used?\n",
"a: In simple language, it means\n",
"'a human being'.\n",
"similarity: 319.176\n",
"intent: T\n",
"*************\n",
"Sentence: Answer the door .\n",
"q: How is the verb 'answer' being used?\n",
"a: In simple language, it means\n",
"'to respond'.\n",
"Sentence: She answered the door .\n",
"q: How is the verb 'answer' being used?\n",
"a: In simple language, it means\n",
"'to respond'.\n",
"similarity: 406.997\n",
"intent: T\n",
"*************\n",
"Sentence: All you ever do is surf the Internet .\n",
"q: How is the verb 'do' being used?\n",
"a: In simple language, it means\n",
"'to use'.\n",
"Sentence: A ' B ' grade does n't suffice to get me into medical school .\n",
"q: How is the verb 'do' being used?\n",
"a: In simple language, it means\n",
"'to be enough'.\n",
"similarity: 183.297\n",
"intent: F\n",
"*************\n",
"Sentence: Play fair .\n",
"q: How is the verb 'play' being used?\n",
"a: In simple language, it means\n",
"'to act in a certain way'.\n",
"Sentence: Play football .\n",
"q: How is the verb 'play' being used?\n",
"a: In simple language, it means\n",
"'to perform in a game'.\n",
"similarity: 181.958\n",
"intent: F\n",
"*************\n",
"Sentence: What message do you see in this letter ?\n",
"q: How is the verb 'see' being used?\n",
"a: In simple language, it means\n",
"'to understand'.\n",
"Sentence: We had to see a psychiatrist .\n",
"q: How is the verb 'see' being used?\n",
"a: In simple language, it means\n",
"'to consult'.\n",
"similarity: 222.753\n",
"intent: F\n",
"*************\n",
"Sentence: To strip to the buff .\n",
"q: How is the word 'buff' being used?\n",
"a: In simple language, it means\n",
"'naked'.\n",
"Sentence: Swimming in the buff .\n",
"q: How is the word 'buff' being used?\n",
"a: In simple language, it means\n",
"'naked'.\n",
"similarity: 378.175\n",
"intent: T\n",
"*************\n",
"Sentence: She made the boy brush his teeth every night .\n",
"q: How is the word 'boy' being used?\n",
"a: In simple language, it means\n",
"'a male child'.\n",
"Sentence: Most soldiers are only boys in uniform .\n",
"q: How is the word 'boy' being used?\n",
"a: In simple language, it means\n",
"'a male child'.\n",
"similarity: 381.846\n",
"intent: T\n",
"*************\n",
"Sentence: She was the picture of despair .\n",
"q: How is the word 'picture' being used?\n",
"a: In simple language, it means\n",
"'a representation of something'.\n",
"Sentence: The very picture of a modern general .\n",
"q: How is the word 'picture' being used?\n",
"a: In simple language, it means\n",
"'a person who looks like something'.\n",
"similarity: 230.448\n",
"intent: T\n",
"*************\n",
"Sentence: She did n't want to answer .\n",
"q: How is the verb 'answer' being used?\n",
"a: In simple language, it means\n",
"'to reply'.\n",
"Sentence: This may answer her needs .\n",
"q: How is the verb 'answer' being used?\n",
"a: In simple language, it means\n",
"'to meet'.\n",
"similarity: 225.959\n",
"intent: F\n",
"*************\n",
"Sentence: Tickets are $ 5 per head .\n",
"q: How is the word 'head' being used?\n",
"a: In simple language, it means\n",
"'each person'.\n",
"Sentence: He is two heads taller than his little sister .\n",
"q: How is the word 'head' being used?\n",
"a: In simple language, it means\n",
"'taller'.\n",
"similarity: 131.592\n",
"intent: F\n",
"*************\n",
"Sentence: Break into tears .\n",
"q: How is the verb 'break' being used?\n",
"a: In simple language, it means\n",
"'to cry'.\n",
"Sentence: If the vase falls to the floor , it might break .\n",
"q: How is the verb 'break' being used?\n",
"a: In simple language, it means\n",
"'to become broken'.\n",
"similarity: 220.818\n",
"intent: F\n",
"*************\n",
"Sentence: To die to pleasure or to sin .\n",
"q: How is the verb 'die' being used?\n",
"a: In simple language, it means\n",
"'to stop'.\n",
"Sentence: She died from cancer .\n",
"q: How is the verb 'die' being used?\n",
"a: In simple language, it means\n",
"'to stop'.\n",
"similarity: 368.781\n",
"intent: T\n",
"*************\n",
"Sentence: The stock market reached a peak in September 1929 .\n",
"q: How is the word 'peak' being used?\n",
"a: In simple language, it means\n",
"'the highest point'.\n",
"Sentence: Voltage peak .\n",
"q: How is the word 'peak' being used?\n",
"a: In simple language, it means\n",
"'the highest point'.\n",
"similarity: 314.122\n",
"intent: T\n",
"*************\n",
"Sentence: A hermit does n't much care for civilization .\n",
"q: How is the word 'civilization' being used?\n",
"a: In simple language, it means\n",
"'the condition of living in a city'.\n",
"Sentence: Early Mayan civilization .\n",
"q: How is the word 'civilization' being used?\n",
"a: In simple language, it means\n",
"'the condition of living in a city'.\n",
"similarity: 278.674\n",
"intent: T\n",
"*************\n",
"Sentence: These bonds carry warrants .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'to hold'.\n",
"Sentence: She carries her ideas to the extreme .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'to hold'.\n",
"similarity: 372.034\n",
"intent: F\n",
"*************\n",
"Sentence: He wanted a shot at the champion .\n",
"q: How is the word 'shot' being used?\n",
"a: In simple language, it means\n",
"'a chance'.\n",
"Sentence: I caught him with a solid shot to the chin .\n",
"q: How is the word 'shot' being used?\n",
"a: In simple language, it means\n",
"'a blow'.\n",
"similarity: 289.846\n",
"intent: F\n",
"*************\n",
"Sentence: The body of the car was badly rusted .\n",
"q: How is the word 'body' being used?\n",
"a: In simple language, it means\n",
"'the main part of something'.\n",
"Sentence: Penny was in the scullery , pressing the body of her new dress .\n",
"q: How is the word 'body' being used?\n",
"a: In simple language, it means\n",
"'the main part of something'.\n",
"similarity: 329.26\n",
"intent: F\n",
"*************\n",
"Sentence: Cut a ticket .\n",
"q: How is the verb 'cut' being used?\n",
"a: In simple language, it means\n",
"'to divide'.\n",
"Sentence: Cut orders .\n",
"q: How is the verb 'cut' being used?\n",
"a: In simple language, it means\n",
"'to divide'.\n",
"similarity: 399.937\n",
"intent: T\n",
"*************\n",
"Sentence: She seems to avoid much in the way of recognition or acknowledgement of feminist work prior to her own .\n",
"q: How is the word 'recognition' being used?\n",
"a: In simple language, it means\n",
"'to know'.\n",
"Sentence: Give her recognition for trying .\n",
"q: How is the word 'recognition' being used?\n",
"a: In simple language, it means\n",
"'to give credit'.\n",
"similarity: 162.654\n",
"intent: F\n",
"*************\n",
"Sentence: You have to shift when you go down a steep hill .\n",
"q: How is the verb 'shift' being used?\n",
"a: In simple language, it means\n",
"'move'.\n",
"Sentence: He shifted in his seat .\n",
"q: How is the verb 'shift' being used?\n",
"a: In simple language, it means\n",
"'move'.\n",
"similarity: 460.743\n",
"intent: F\n",
"*************\n",
"Sentence: A stock cube .\n",
"q: How is the word 'cube' being used?\n",
"a: In simple language, it means\n",
"'a small block'.\n",
"Sentence: A sugar cube .\n",
"q: How is the word 'cube' being used?\n",
"a: In simple language, it means\n",
"'a small block'.\n",
"similarity: 455.999\n",
"intent: T\n",
"*************\n",
"Sentence: Let 's follow our great helmsman !\n",
"q: How is the verb 'follow' being used?\n",
"a: In simple language, it means\n",
"'to follow'.\n",
"Sentence: He followed his lecture with a question and answer period .\n",
"q: How is the verb 'follow' being used?\n",
"a: In simple language, it means\n",
"'to go after'.\n",
"similarity: 324.918\n",
"intent: F\n",
"*************\n",
"Sentence: I apply this rule to get good results .\n",
"q: How is the verb 'apply' being used?\n",
"a: In simple language, it means\n",
"'to use'.\n",
"Sentence: Apply a magnetic field here .\n",
"q: How is the verb 'apply' being used?\n",
"a: In simple language, it means\n",
"'to use'.\n",
"similarity: 357.397\n",
"intent: T\n",
"*************\n",
"Sentence: Fall asleep .\n",
"q: How is the verb 'fall' being used?\n",
"a: In simple language, it means\n",
"'to become unconscious'.\n",
"Sentence: She fell ill .\n",
"q: How is the verb 'fall' being used?\n",
"a: In simple language, it means\n",
"'to become sick'.\n",
"similarity: 268.436\n",
"intent: T\n",
"*************\n",
"Sentence: She may not make the grade .\n",
"q: How is the verb 'make' being used?\n",
"a: In simple language, it means\n",
"'to succeed'.\n",
"Sentence: Make a stir .\n",
"q: How is the verb 'make' being used?\n",
"a: In simple language, it means\n",
"'to cause a disturbance'.\n",
"similarity: 165.64\n",
"intent: F\n",
"*************\n",
"Sentence: Under the head of minor Roman poets .\n",
"q: How is the word 'head' being used?\n",
"a: In simple language, it means\n",
"'the beginning'.\n",
"Sentence: They tracked him back toward the head of the stream .\n",
"q: How is the word 'head' being used?\n",
"a: In simple language, it means\n",
"'the beginning'.\n",
"similarity: 332.68\n",
"intent: F\n",
"*************\n",
"Sentence: A reduction in the assessment per head of sheep .\n",
"q: How is the word 'head' being used?\n",
"a: In simple language, it means\n",
"'each'.\n",
"Sentence: 200 head of cattle and 50 head of horses .\n",
"q: How is the word 'head' being used?\n",
"a: In simple language, it means\n",
"'each'.\n",
"similarity: 589.28\n",
"intent: T\n",
"*************\n",
"Sentence: Give a divorce .\n",
"q: How is the verb 'give' being used?\n",
"a: In simple language, it means\n",
"'to end a marriage'.\n",
"Sentence: The wall gave in .\n",
"q: How is the verb 'give' being used?\n",
"a: In simple language, it means\n",
"'to collapse'.\n",
"similarity: 164.377\n",
"intent: F\n",
"*************\n",
"Sentence: To drive sheep out of a field .\n",
"q: How is the verb 'drive' being used?\n",
"a: In simple language, it means\n",
"'to force'.\n",
"Sentence: Drive the cows into the barn .\n",
"q: How is the verb 'drive' being used?\n",
"a: In simple language, it means\n",
"'to force'.\n",
"similarity: 392.498\n",
"intent: T\n",
"*************\n",
"Sentence: Fall by the wayside .\n",
"q: How is the verb 'fall' being used?\n",
"a: In simple language, it means\n",
"'to fail'.\n",
"Sentence: To fall a tree .\n",
"q: How is the verb 'fall' being used?\n",
"a: In simple language, it means\n",
"'to cut down'.\n",
"similarity: 195.458\n",
"intent: F\n",
"*************\n",
"Sentence: He ′s always stuffing his gob with fast food .\n",
"q: How is the word 'gob' being used?\n",
"a: In simple language, it means\n",
"'mouth'.\n",
"Sentence: She 's got such a gob on her – she′s always gossiping about someone or other .\n",
"q: How is the word 'gob' being used?\n",
"a: In simple language, it means\n",
"'mouth'.\n",
"similarity: 431.111\n",
"intent: T\n",
"*************\n",
"Sentence: The scale of the map .\n",
"q: How is the word 'scale' being used?\n",
"a: In simple language, it means\n",
"'size'.\n",
"Sentence: The scale of the model .\n",
"q: How is the word 'scale' being used?\n",
"a: In simple language, it means\n",
"'size'.\n",
"similarity: 503.632\n",
"intent: T\n",
"*************\n",
"Sentence: We had to stand for the entire performance !\n",
"q: How is the verb 'stand' being used?\n",
"a: In simple language, it means\n",
"'to remain in a place'.\n",
"Sentence: On the pedestal stood a statue .\n",
"q: How is the verb 'stand' being used?\n",
"a: In simple language, it means\n",
"'to remain in a place'.\n",
"similarity: 299.62\n",
"intent: T\n",
"*************\n",
"Sentence: She may not make the grade .\n",
"q: How is the verb 'make' being used?\n",
"a: In simple language, it means\n",
"'to succeed'.\n",
"Sentence: He made twenty bucks playing poker last night .\n",
"q: How is the verb 'make' being used?\n",
"a: In simple language, it means\n",
"'to earn'.\n",
"similarity: 230.778\n",
"intent: F\n",
"*************\n",
"Sentence: The woman does not even have one stick of furniture moved in yet .\n",
"q: How is the word 'furniture' being used?\n",
"a: In simple language, it means\n",
"'the things in a house that are used to make it comfortable'.\n",
"Sentence: There was only one piece of furniture in the room .\n",
"q: How is the word 'furniture' being used?\n",
"a: In simple language, it means\n",
"'a single item of furniture'.\n",
"similarity: 132.571\n",
"intent: T\n",
"*************\n",
"Sentence: Give a yelp .\n",
"q: How is the verb 'give' being used?\n",
"a: In simple language, it means\n",
"'to shout'.\n",
"Sentence: This student gives promise of real creativity .\n",
"q: How is the verb 'give' being used?\n",
"a: In simple language, it means\n",
"'to show'.\n",
"similarity: 230.245\n",
"intent: F\n",
"*************\n",
"Sentence: Cut a movie scene .\n",
"q: How is the verb 'cut' being used?\n",
"a: In simple language, it means\n",
"'to remove'.\n",
"Sentence: Cut a Ping-Pong ball .\n",
"q: How is the verb 'cut' being used?\n",
"a: In simple language, it means\n",
"'to remove'.\n",
"similarity: 376.392\n",
"intent: F\n",
"*************\n",
"Sentence: Most BASIC files use the filename extension .BAS .\n",
"q: How is the word 'extension' being used?\n",
"a: In simple language, it means\n",
"'the letters at the end of a word'.\n",
"Sentence: A text file will have a file extension of .txt .\n",
"q: How is the word 'extension' being used?\n",
"a: In simple language, it means\n",
"'the letters at the end of a word'.\n",
"similarity: 255.076\n",
"intent: T\n",
"*************\n",
"Sentence: He was elected to a seat in the Senate .\n",
"q: How is the word 'seat' being used?\n",
"a: In simple language, it means\n",
"'a position in a group'.\n",
"Sentence: He dusted off the seat before sitting down .\n",
"q: How is the word 'seat' being used?\n",
"a: In simple language, it means\n",
"'a place to sit'.\n",
"similarity: 173.102\n",
"intent: F\n",
"*************\n",
"Sentence: Make enemies .\n",
"q: How is the verb 'make' being used?\n",
"a: In simple language, it means\n",
"'to create'.\n",
"Sentence: What do you make of his remarks ?\n",
"q: How is the verb 'make' being used?\n",
"a: In simple language, it means\n",
"'to understand'.\n",
"similarity: 213.095\n",
"intent: F\n",
"*************\n",
"Sentence: We should make Cincinnati by 7 tonight .\n",
"q: How is the verb 'make' being used?\n",
"a: In simple language, it means\n",
"'to reach'.\n",
"Sentence: Make the bed .\n",
"q: How is the verb 'make' being used?\n",
"a: In simple language, it means\n",
"'to create'.\n",
"similarity: 196.253\n",
"intent: F\n",
"*************\n",
"Sentence: Do you take me for a fool ?\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to believe'.\n",
"Sentence: Looking at him as he came into the room , I took him for his father .\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to believe'.\n",
"similarity: 349.296\n",
"intent: T\n",
"*************\n",
"Sentence: Tea has fragrant white flowers .\n",
"q: How is the word 'tea' being used?\n",
"a: In simple language, it means\n",
"'a drink made from leaves of a plant'.\n",
"Sentence: Iced tea is a cooling drink .\n",
"q: How is the word 'tea' being used?\n",
"a: In simple language, it means\n",
"'a drink made from leaves of a plant'.\n",
"similarity: 300.593\n",
"intent: F\n",
"*************\n",
"Sentence: Take sick .\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to become'.\n",
"Sentence: I estimate the trip will take about ten minutes .\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to use'.\n",
"similarity: 197.645\n",
"intent: F\n",
"*************\n",
"Sentence: Do you know the way to the airport ?\n",
"q: How is the word 'way' being used?\n",
"a: In simple language, it means\n",
"'a route'.\n",
"Sentence: He said he was looking for the way out .\n",
"q: How is the word 'way' being used?\n",
"a: In simple language, it means\n",
"'a route'.\n",
"similarity: 496.874\n",
"intent: T\n",
"*************\n",
"Sentence: The head of the compass needle is pointing due north .\n",
"q: How is the word 'head' being used?\n",
"a: In simple language, it means\n",
"'the top part'.\n",
"Sentence: 200 head of cattle .\n",
"q: How is the word 'head' being used?\n",
"a: In simple language, it means\n",
"'the number of cattle'.\n",
"similarity: 118.773\n",
"intent: F\n",
"*************\n",
"Sentence: Lift the box onto the table .\n",
"q: How is the verb 'lift' being used?\n",
"a: In simple language, it means\n",
"'to raise'.\n",
"Sentence: I lifted the books .\n",
"q: How is the verb 'lift' being used?\n",
"a: In simple language, it means\n",
"'to raise'.\n",
"similarity: 383.019\n",
"intent: T\n",
"*************\n",
"Sentence: The astronauts walked in outer space without a tether .\n",
"q: How is the word 'space' being used?\n",
"a: In simple language, it means\n",
"'the area around the earth'.\n",
"Sentence: The space between his teeth .\n",
"q: How is the word 'space' being used?\n",
"a: In simple language, it means\n",
"'the area between two teeth'.\n",
"similarity: 104.953\n",
"intent: F\n",
"*************\n",
"Sentence: What was your score on your homework ?\n",
"q: How is the word 'score' being used?\n",
"a: In simple language, it means\n",
"'a number'.\n",
"Sentence: The score was 7 to 0 .\n",
"q: How is the word 'score' being used?\n",
"a: In simple language, it means\n",
"'the number of points'.\n",
"similarity: 240.424\n",
"intent: F\n",
"*************\n",
"Sentence: How does your idea work in practice ?\n",
"q: How is the verb 'work' being used?\n",
"a: In simple language, it means\n",
"'to function'.\n",
"Sentence: The voting process does n't work as well as people thought .\n",
"q: How is the verb 'work' being used?\n",
"a: In simple language, it means\n",
"'to function'.\n",
"similarity: 432.16\n",
"intent: T\n",
"*************\n",
"Sentence: He could be Gingrich 's double .\n",
"q: How is the word 'double' being used?\n",
"a: In simple language, it means\n",
"'someone who looks like someone else'.\n",
"Sentence: Saddam Hussein was rumored to have many doubles .\n",
"q: How is the word 'double' being used?\n",
"a: In simple language, it means\n",
"'someone who looks like someone else'.\n",
"similarity: 300.598\n",
"intent: T\n",
"*************\n",
"Sentence: The space between his teeth .\n",
"q: How is the word 'space' being used?\n",
"a: In simple language, it means\n",
"'the area between two teeth'.\n",
"Sentence: The architect left space in front of the building .\n",
"q: How is the word 'space' being used?\n",
"a: In simple language, it means\n",
"'the area in front of the building'.\n",
"similarity: 173.293\n",
"intent: T\n",
"*************\n",
"Sentence: Fix breakfast for the guests , please .\n",
"q: How is the verb 'fix' being used?\n",
"a: In simple language, it means\n",
"'prepare'.\n",
"Sentence: That 'll fix him good !\n",
"q: How is the verb 'fix' being used?\n",
"a: In simple language, it means\n",
"'to repair'.\n",
"similarity: 172.838\n",
"intent: F\n",
"*************\n",
"Sentence: Matters came to a head yesterday .\n",
"q: How is the word 'head' being used?\n",
"a: In simple language, it means\n",
"'the most important part of something'.\n",
"Sentence: The head of the column advanced boldly .\n",
"q: How is the word 'head' being used?\n",
"a: In simple language, it means\n",
"'the leader of a group'.\n",
"similarity: 189.546\n",
"intent: F\n",
"*************\n",
"Sentence: He bet $ 2 on number six to show .\n",
"q: How is the verb 'show' being used?\n",
"a: In simple language, it means\n",
"'to win'.\n",
"Sentence: I showed the customer the glove section .\n",
"q: How is the verb 'show' being used?\n",
"a: In simple language, it means\n",
"'to guide'.\n",
"similarity: 167.407\n",
"intent: F\n",
"*************\n",
"Sentence: I take it you 're not going ?\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'understand'.\n",
"Sentence: He was often taken to be a man of means .\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to be thought of as'.\n",
"similarity: 175.81\n",
"intent: T\n",
"*************\n",
"Sentence: The employer wants to cut back health benefits .\n",
"q: How is the verb 'cut' being used?\n",
"a: In simple language, it means\n",
"'to reduce'.\n",
"Sentence: Cut trenches .\n",
"q: How is the verb 'cut' being used?\n",
"a: In simple language, it means\n",
"'to dig'.\n",
"similarity: 190.831\n",
"intent: F\n",
"*************\n",
"Sentence: A roller cot ( the clothing of a drawing roller in a spinning frame ) .\n",
"q: How is the word 'cot' being used?\n",
"a: In simple language, it means\n",
"'a bed'.\n",
"Sentence: A cot for a sore finger .\n",
"q: How is the word 'cot' being used?\n",
"a: In simple language, it means\n",
"'a bed'.\n",
"similarity: 459.445\n",
"intent: T\n",
"*************\n",
"Sentence: These dyes and colors are guaranteed not to run .\n",
"q: How is the verb 'run' being used?\n",
"a: In simple language, it means\n",
"'to flow'.\n",
"Sentence: The sale will run for ten days .\n",
"q: How is the verb 'run' being used?\n",
"a: In simple language, it means\n",
"'to continue'.\n",
"similarity: 188.908\n",
"intent: F\n",
"*************\n",
"Sentence: Now I see !\n",
"q: How is the verb 'see' being used?\n",
"a: In simple language, it means\n",
"'to understand'.\n",
"Sentence: I want to see whether she speaks French .\n",
"q: How is the verb 'see' being used?\n",
"a: In simple language, it means\n",
"'to check'.\n",
"similarity: 225.838\n",
"intent: F\n",
"*************\n",
"Sentence: Drive the cows into the barn .\n",
"q: How is the verb 'drive' being used?\n",
"a: In simple language, it means\n",
"'to move'.\n",
"Sentence: Their debts finally drove them to sell the business .\n",
"q: How is the verb 'drive' being used?\n",
"a: In simple language, it means\n",
"'to force'.\n",
"similarity: 229.778\n",
"intent: F\n",
"*************\n",
"Sentence: A bit of lint .\n",
"q: How is the word 'bit' being used?\n",
"a: In simple language, it means\n",
"'a small amount'.\n",
"Sentence: The horse was not accustomed to a bit .\n",
"q: How is the word 'bit' being used?\n",
"a: In simple language, it means\n",
"'a device used to control a horse'.\n",
"similarity: 184.719\n",
"intent: F\n",
"*************\n",
"Sentence: Stir the soil .\n",
"q: How is the verb 'stir' being used?\n",
"a: In simple language, it means\n",
"'to mix'.\n",
"Sentence: Stir emotions .\n",
"q: How is the verb 'stir' being used?\n",
"a: In simple language, it means\n",
"'to excite'.\n",
"similarity: 253.533\n",
"intent: F\n",
"*************\n",
"Sentence: This trombone is very expensive .\n",
"q: How is the word 'trombone' being used?\n",
"a: In simple language, it means\n",
"'a musical instrument'.\n",
"Sentence: Jim plays the trombone very well .\n",
"q: How is the word 'trombone' being used?\n",
"a: In simple language, it means\n",
"'a musical instrument'.\n",
"similarity: 367.988\n",
"intent: T\n",
"*************\n",
"Sentence: To fall a tree .\n",
"q: How is the verb 'fall' being used?\n",
"a: In simple language, it means\n",
"'to cut down'.\n",
"Sentence: Night fell .\n",
"q: How is the verb 'fall' being used?\n",
"a: In simple language, it means\n",
"'to become dark'.\n",
"similarity: 130.638\n",
"intent: T\n",
"*************\n",
"Sentence: Trace your path .\n",
"q: How is the verb 'trace' being used?\n",
"a: In simple language, it means\n",
"'to follow'.\n",
"Sentence: Trace the outline of a figure in the sand .\n",
"q: How is the verb 'trace' being used?\n",
"a: In simple language, it means\n",
"'to draw'.\n",
"similarity: 245.745\n",
"intent: F\n",
"*************\n",
"Sentence: Take a pulse .\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to feel'.\n",
"Sentence: A reading was taken of the earth 's tremors .\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to measure'.\n",
"similarity: 234.587\n",
"intent: T\n",
"*************\n",
"Sentence: I will carry the secret to my grave .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'to keep a secret'.\n",
"Sentence: I carry a lot of life insurance .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'to have'.\n",
"similarity: 102.298\n",
"intent: T\n",
"*************\n",
"Sentence: Penny was in the scullery , pressing the body of her new dress .\n",
"q: How is the word 'body' being used?\n",
"a: In simple language, it means\n",
"'the main part of something'.\n",
"Sentence: Heavenly body .\n",
"q: How is the word 'body' being used?\n",
"a: In simple language, it means\n",
"'a celestial object'.\n",
"similarity: 160.337\n",
"intent: F\n",
"*************\n",
"Sentence: I hold with those who say life is sacred .\n",
"q: How is the verb 'hold' being used?\n",
"a: In simple language, it means\n",
"'agree with'.\n",
"Sentence: Hold all calls to the President 's office while he is in a meeting .\n",
"q: How is the verb 'hold' being used?\n",
"a: In simple language, it means\n",
"'stop'.\n",
"similarity: 146.801\n",
"intent: F\n",
"*************\n",
"Sentence: Build a reputation .\n",
"q: How is the verb 'build' being used?\n",
"a: In simple language, it means\n",
"'to create'.\n",
"Sentence: Build detergents .\n",
"q: How is the verb 'build' being used?\n",
"a: In simple language, it means\n",
"'to create'.\n",
"similarity: 358.705\n",
"intent: F\n",
"*************\n",
"Sentence: Smooth the way towards peace negotiations .\n",
"q: How is the verb 'smooth' being used?\n",
"a: In simple language, it means\n",
"'to make easy'.\n",
"Sentence: Smooth the surface of the wood .\n",
"q: How is the verb 'smooth' being used?\n",
"a: In simple language, it means\n",
"'to make flat'.\n",
"similarity: 228.912\n",
"intent: F\n",
"*************\n",
"Sentence: We carry a very large mortgage .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'to have'.\n",
"Sentence: The troops carried the town after a brief fight .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'to win'.\n",
"similarity: 205.439\n",
"intent: F\n",
"*************\n",
"Sentence: The war against crime .\n",
"q: How is the word 'war' being used?\n",
"a: In simple language, it means\n",
"'a fight between two groups'.\n",
"Sentence: The \" war on terror \" is a campaign against terrorist crime .\n",
"q: How is the word 'war' being used?\n",
"a: In simple language, it means\n",
"'a fight between two groups'.\n",
"similarity: 366.623\n",
"intent: T\n",
"*************\n",
"Sentence: Please reply to my letter .\n",
"q: How is the verb 'reply' being used?\n",
"a: In simple language, it means\n",
"'to answer'.\n",
"Sentence: He replied that he was not sure .\n",
"q: How is the verb 'reply' being used?\n",
"a: In simple language, it means\n",
"'to answer'.\n",
"similarity: 390.933\n",
"intent: T\n",
"*************\n",
"Sentence: The children were playing house .\n",
"q: How is the word 'house' being used?\n",
"a: In simple language, it means\n",
"'a game where children pretend to be adults'.\n",
"Sentence: She felt she had to get out of the house .\n",
"q: How is the word 'house' being used?\n",
"a: In simple language, it means\n",
"'a building where people live'.\n",
"similarity: 111.523\n",
"intent: F\n",
"*************\n",
"Sentence: What position does he play ?\n",
"q: How is the word 'position' being used?\n",
"a: In simple language, it means\n",
"'what a person does'.\n",
"Sentence: Stop running all over the field and play your position !\n",
"q: How is the word 'position' being used?\n",
"a: In simple language, it means\n",
"'where you should be'.\n",
"similarity: 121.142\n",
"intent: T\n",
"*************\n",
"Sentence: Play sports .\n",
"q: How is the verb 'play' being used?\n",
"a: In simple language, it means\n",
"'to compete'.\n",
"Sentence: Who 's playing now ?\n",
"q: How is the verb 'play' being used?\n",
"a: In simple language, it means\n",
"'to compete'.\n",
"similarity: 412.427\n",
"intent: T\n",
"*************\n",
"Sentence: The circus will be in town next week .\n",
"q: How is the word 'circus' being used?\n",
"a: In simple language, it means\n",
"'a large group of people'.\n",
"Sentence: He ran away from home to join the circus .\n",
"q: How is the word 'circus' being used?\n",
"a: In simple language, it means\n",
"'a large group of people'.\n",
"similarity: 294.559\n",
"intent: T\n",
"*************\n",
"Sentence: Break a law .\n",
"q: How is the verb 'break' being used?\n",
"a: In simple language, it means\n",
"'to disobey'.\n",
"Sentence: Her voice broke to a whisper when she started to talk about her children .\n",
"q: How is the verb 'break' being used?\n",
"a: In simple language, it means\n",
"'to change'.\n",
"similarity: 171.323\n",
"intent: F\n",
"*************\n",
"Sentence: There was a certain woodenness in his replies .\n",
"q: How is the word 'woodenness' being used?\n",
"a: In simple language, it means\n",
"'a lack of emotion'.\n",
"Sentence: He criticized the woodenness of the acting .\n",
"q: How is the word 'woodenness' being used?\n",
"a: In simple language, it means\n",
"'a lack of emotion'.\n",
"similarity: 349.927\n",
"intent: T\n",
"*************\n",
"Sentence: Thanks to that quack I am a human wreck .\n",
"q: How is the word 'wreck' being used?\n",
"a: In simple language, it means\n",
"'a person who is very ill'.\n",
"Sentence: The house was a wreck when they bought it .\n",
"q: How is the word 'wreck' being used?\n",
"a: In simple language, it means\n",
"'a place that is very dirty and in bad condition'.\n",
"similarity: 180.361\n",
"intent: T\n",
"*************\n",
"Sentence: Catch the mood .\n",
"q: How is the verb 'catch' being used?\n",
"a: In simple language, it means\n",
"'to understand'.\n",
"Sentence: Do n't catch your meaning .\n",
"q: How is the verb 'catch' being used?\n",
"a: In simple language, it means\n",
"'to understand'.\n",
"similarity: 353.397\n",
"intent: F\n",
"*************\n",
"Sentence: Renewed jitters in the wake of a blip in retail sales .\n",
"q: How is the word 'blip' being used?\n",
"a: In simple language, it means\n",
"'a small change'.\n",
"Sentence: The market had one bad blip today .\n",
"q: How is the word 'blip' being used?\n",
"a: In simple language, it means\n",
"'a small change'.\n",
"similarity: 406.352\n",
"intent: T\n",
"*************\n",
"Sentence: The fields vegetate vigorously .\n",
"q: How is the verb 'vegetate' being used?\n",
"a: In simple language, it means\n",
"'to grow'.\n",
"Sentence: The bacterial growth vegetated along .\n",
"q: How is the verb 'vegetate' being used?\n",
"a: In simple language, it means\n",
"'to grow'.\n",
"similarity: 360.393\n",
"intent: F\n",
"*************\n",
"Sentence: Peeling potatoes is a drag .\n",
"q: How is the word 'drag' being used?\n",
"a: In simple language, it means\n",
"'something boring'.\n",
"Sentence: He took a drag on his cigarette and expelled the smoke slowly .\n",
"q: How is the word 'drag' being used?\n",
"a: In simple language, it means\n",
"'to inhale'.\n",
"similarity: 134.866\n",
"intent: F\n",
"*************\n",
"Sentence: He tried to blame the victim but his success on that score was doubtful .\n",
"q: How is the word 'score' being used?\n",
"a: In simple language, it means\n",
"'a number of points'.\n",
"Sentence: Settling a score .\n",
"q: How is the word 'score' being used?\n",
"a: In simple language, it means\n",
"'a number of points'.\n",
"similarity: 339.695\n",
"intent: F\n",
"*************\n",
"Sentence: She gave great head .\n",
"q: How is the word 'head' being used?\n",
"a: In simple language, it means\n",
"'oral sex'.\n",
"Sentence: They tracked him back toward the head of the stream .\n",
"q: How is the word 'head' being used?\n",
"a: In simple language, it means\n",
"'the beginning'.\n",
"similarity: 62.338\n",
"intent: F\n",
"*************\n",
"Sentence: Please turn down the volume on the stereo .\n",
"q: How is the word 'volume' being used?\n",
"a: In simple language, it means\n",
"'the amount of sound'.\n",
"Sentence: The kids played their music at full volume .\n",
"q: How is the word 'volume' being used?\n",
"a: In simple language, it means\n",
"'the maximum amount of sound'.\n",
"similarity: 335.756\n",
"intent: T\n",
"*************\n",
"Sentence: He removed the top of the carton .\n",
"q: How is the word 'top' being used?\n",
"a: In simple language, it means\n",
"'the cover of a box'.\n",
"Sentence: He could n't get the top off of the bottle .\n",
"q: How is the word 'top' being used?\n",
"a: In simple language, it means\n",
"'the lid of a bottle'.\n",
"similarity: 264.014\n",
"intent: T\n",
"*************\n",
"Sentence: We had to stand for the entire performance !\n",
"q: How is the verb 'stand' being used?\n",
"a: In simple language, it means\n",
"'to remain in a place'.\n",
"Sentence: There stood on the corner a statue .\n",
"q: How is the verb 'stand' being used?\n",
"a: In simple language, it means\n",
"'to remain in a place'.\n",
"similarity: 301.037\n",
"intent: T\n",
"*************\n",
"Sentence: He took a deep breath and dived into the pool .\n",
"q: How is the word 'breath' being used?\n",
"a: In simple language, it means\n",
"'to inhale'.\n",
"Sentence: I could feel the runner 's breath on my shoulder .\n",
"q: How is the word 'breath' being used?\n",
"a: In simple language, it means\n",
"'to exhale'.\n",
"similarity: 330.685\n",
"intent: F\n",
"*************\n",
"Sentence: Take steps .\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to move forward'.\n",
"Sentence: Take action .\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to do something'.\n",
"similarity: 154.102\n",
"intent: T\n",
"*************\n",
"Sentence: What is all that stuff on your bedroom floor ?\n",
"q: How is the word 'stuff' being used?\n",
"a: In simple language, it means\n",
"'things'.\n",
"Sentence: You do n't have the stuff to be a United States Marine .\n",
"q: How is the word 'stuff' being used?\n",
"a: In simple language, it means\n",
"'qualities'.\n",
"similarity: 273.111\n",
"intent: F\n",
"*************\n",
"Sentence: Raise a mutiny .\n",
"q: How is the verb 'raise' being used?\n",
"a: In simple language, it means\n",
"'to start'.\n",
"Sentence: Raise the roof .\n",
"q: How is the verb 'raise' being used?\n",
"a: In simple language, it means\n",
"'to increase'.\n",
"similarity: 228.494\n",
"intent: F\n",
"*************\n",
"Sentence: We sat around the fire singing songs and telling stories .\n",
"q: How is the word 'fire' being used?\n",
"a: In simple language, it means\n",
"'a place where people gather'.\n",
"Sentence: Barbecue over an open fire .\n",
"q: How is the word 'fire' being used?\n",
"a: In simple language, it means\n",
"'a place where people gather'.\n",
"similarity: 300.62\n",
"intent: F\n",
"*************\n",
"Sentence: Start a new job .\n",
"q: How is the verb 'start' being used?\n",
"a: In simple language, it means\n",
"'begin'.\n",
"Sentence: I start my day with a good breakfast .\n",
"q: How is the verb 'start' being used?\n",
"a: In simple language, it means\n",
"'begin'.\n",
"similarity: 548.321\n",
"intent: F\n",
"*************\n",
"Sentence: The sale will run for ten days .\n",
"q: How is the verb 'run' being used?\n",
"a: In simple language, it means\n",
"'to continue'.\n",
"Sentence: The meeting ran late .\n",
"q: How is the verb 'run' being used?\n",
"a: In simple language, it means\n",
"'to continue'.\n",
"similarity: 374.433\n",
"intent: T\n",
"*************\n",
"Sentence: Do nothing .\n",
"q: How is the verb 'do' being used?\n",
"a: In simple language, it means\n",
"'to perform an action'.\n",
"Sentence: A ' B ' grade does n't suffice to get me into medical school .\n",
"q: How is the verb 'do' being used?\n",
"a: In simple language, it means\n",
"'to be sufficient'.\n",
"similarity: 122.985\n",
"intent: F\n",
"*************\n",
"Sentence: He was surprised by the absence of any explanation .\n",
"q: How is the word 'absence' being used?\n",
"a: In simple language, it means\n",
"'the state of not being present'.\n",
"Sentence: Absence makes the heart grow fonder .\n",
"q: How is the word 'absence' being used?\n",
"a: In simple language, it means\n",
"'the state of not being present'.\n",
"similarity: 284.755\n",
"intent: T\n",
"*************\n",
"Sentence: Cut a check .\n",
"q: How is the verb 'cut' being used?\n",
"a: In simple language, it means\n",
"'to pay'.\n",
"Sentence: Cut the rope .\n",
"q: How is the verb 'cut' being used?\n",
"a: In simple language, it means\n",
"'to divide'.\n",
"similarity: 210.677\n",
"intent: F\n",
"*************\n",
"Sentence: Ream oranges .\n",
"q: How is the verb 'ream' being used?\n",
"a: In simple language, it means\n",
"'to squeeze'.\n",
"Sentence: The dentist reamed out the debris in the course of the root canal treatment .\n",
"q: How is the verb 'ream' being used?\n",
"a: In simple language, it means\n",
"'to clean'.\n",
"similarity: 256.47\n",
"intent: F\n",
"*************\n",
"Sentence: Do n't run that software unless you have permission . ' .\n",
"q: How is the verb 'run' being used?\n",
"a: In simple language, it means\n",
"'to operate'.\n",
"Sentence: Run rogue .\n",
"q: How is the verb 'run' being used?\n",
"a: In simple language, it means\n",
"'to operate'.\n",
"similarity: 428.722\n",
"intent: F\n",
"*************\n",
"Sentence: I will run the sample .\n",
"q: How is the verb 'run' being used?\n",
"a: In simple language, it means\n",
"'to complete'.\n",
"Sentence: Our coach had us running plays for the whole practice .\n",
"q: How is the verb 'run' being used?\n",
"a: In simple language, it means\n",
"'to complete'.\n",
"similarity: 362.899\n",
"intent: T\n",
"*************\n",
"Sentence: May God keep you .\n",
"q: How is the verb 'keep' being used?\n",
"a: In simple language, it means\n",
"'to protect'.\n",
"Sentence: The student was kept after school .\n",
"q: How is the verb 'keep' being used?\n",
"a: In simple language, it means\n",
"'to detain'.\n",
"similarity: 235.989\n",
"intent: F\n",
"*************\n",
"Sentence: Work one 's way through the crowd .\n",
"q: How is the verb 'work' being used?\n",
"a: In simple language, it means\n",
"'to move forward'.\n",
"Sentence: She never worked because she inherited a lot of money .\n",
"q: How is the verb 'work' being used?\n",
"a: In simple language, it means\n",
"'to earn money'.\n",
"similarity: 148.008\n",
"intent: F\n",
"*************\n",
"Sentence: Draw water for a bath .\n",
"q: How is the verb 'draw' being used?\n",
"a: In simple language, it means\n",
"'to take out'.\n",
"Sentence: Draw parallels .\n",
"q: How is the verb 'draw' being used?\n",
"a: In simple language, it means\n",
"'to compare'.\n",
"similarity: 163.504\n",
"intent: F\n",
"*************\n",
"Sentence: Clothes make the man .\n",
"q: How is the verb 'make' being used?\n",
"a: In simple language, it means\n",
"'to create'.\n",
"Sentence: He made to speak but said nothing in the end .\n",
"q: How is the verb 'make' being used?\n",
"a: In simple language, it means\n",
"'to try'.\n",
"similarity: 212.48\n",
"intent: F\n",
"*************\n",
"Sentence: We 'll have to vote on whether or not to admit a new member .\n",
"q: How is the verb 'admit' being used?\n",
"a: In simple language, it means\n",
"'allow'.\n",
"Sentence: He admitted his guilt .\n",
"q: How is the verb 'admit' being used?\n",
"a: In simple language, it means\n",
"'to acknowledge'.\n",
"similarity: 311.161\n",
"intent: F\n",
"*************\n",
"Sentence: You ca n't take credit for this !\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to accept'.\n",
"Sentence: We took an apartment on a quiet street .\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to move into'.\n",
"similarity: 214.285\n",
"intent: F\n",
"*************\n",
"Sentence: Make a mess in one 's office .\n",
"q: How is the verb 'make' being used?\n",
"a: In simple language, it means\n",
"'to create'.\n",
"Sentence: She 'll make a fine president .\n",
"q: How is the verb 'make' being used?\n",
"a: In simple language, it means\n",
"'to create'.\n",
"similarity: 359.748\n",
"intent: F\n",
"*************\n",
"Sentence: I will stake my good reputation for this .\n",
"q: How is the verb 'stake' being used?\n",
"a: In simple language, it means\n",
"'to risk'.\n",
"Sentence: Stake your goat .\n",
"q: How is the verb 'stake' being used?\n",
"a: In simple language, it means\n",
"'to risk'.\n",
"similarity: 411.124\n",
"intent: F\n",
"*************\n",
"Sentence: He did n't make the choir after his voice changed .\n",
"q: How is the verb 'make' being used?\n",
"a: In simple language, it means\n",
"'to become'.\n",
"Sentence: You have to spend money to make money !\n",
"q: How is the verb 'make' being used?\n",
"a: In simple language, it means\n",
"'to spend'.\n",
"similarity: 195.592\n",
"intent: T\n",
"*************\n",
"Sentence: The machine is now in working order .\n",
"q: How is the word 'order' being used?\n",
"a: In simple language, it means\n",
"'in a good condition'.\n",
"Sentence: A friend in New Mexico said that the order caused no trouble out there .\n",
"q: How is the word 'order' being used?\n",
"a: In simple language, it means\n",
"'a command'.\n",
"similarity: 113.68\n",
"intent: F\n",
"*************\n",
"Sentence: The voting process does n't work as well as people thought .\n",
"q: How is the verb 'work' being used?\n",
"a: In simple language, it means\n",
"'to function'.\n",
"Sentence: This method does n't work .\n",
"q: How is the verb 'work' being used?\n",
"a: In simple language, it means\n",
"'to function'.\n",
"similarity: 431.612\n",
"intent: T\n",
"*************\n",
"Sentence: There 's good stuff in that book .\n",
"q: How is the word 'stuff' being used?\n",
"a: In simple language, it means\n",
"'material'.\n",
"Sentence: The stuff of heros .\n",
"q: How is the word 'stuff' being used?\n",
"a: In simple language, it means\n",
"'the essential part of something'.\n",
"similarity: 205.789\n",
"intent: F\n",
"*************\n",
"Sentence: He resorted to the interception of his daughter 's letters .\n",
"q: How is the word 'interception' being used?\n",
"a: In simple language, it means\n",
"'the act of stopping something'.\n",
"Sentence: He claimed that the interception of one missile by another would be impossible .\n",
"q: How is the word 'interception' being used?\n",
"a: In simple language, it means\n",
"'the act of stopping something'.\n",
"similarity: 326.694\n",
"intent: T\n",
"*************\n",
"Sentence: Raise a smile .\n",
"q: How is the verb 'raise' being used?\n",
"a: In simple language, it means\n",
"'to make someone happy'.\n",
"Sentence: Raise your ` o ' .\n",
"q: How is the verb 'raise' being used?\n",
"a: In simple language, it means\n",
"'to make someone happy'.\n",
"similarity: 332.437\n",
"intent: F\n",
"*************\n",
"Sentence: If you were in my place what would you do ?\n",
"q: How is the word 'place' being used?\n",
"a: In simple language, it means\n",
"'position'.\n",
"Sentence: He has a special place in my thoughts .\n",
"q: How is the word 'place' being used?\n",
"a: In simple language, it means\n",
"'a particular position'.\n",
"similarity: 450.467\n",
"intent: F\n",
"*************\n",
"Sentence: Take steps .\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to move forward'.\n",
"Sentence: Shall we take a guide in Rome ?\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to accept'.\n",
"similarity: 149.868\n",
"intent: F\n",
"*************\n",
"Sentence: They say he gives good head .\n",
"q: How is the word 'head' being used?\n",
"a: In simple language, it means\n",
"'oral sex'.\n",
"Sentence: The head of the list .\n",
"q: How is the word 'head' being used?\n",
"a: In simple language, it means\n",
"'the first item on a list'.\n",
"similarity: 110.529\n",
"intent: F\n",
"*************\n",
"Sentence: You look like someone drug you behind a horse for half a mile .\n",
"q: How is the verb 'drug' being used?\n",
"a: In simple language, it means\n",
"'dragged'.\n",
"Sentence: They drugged the kidnapped tourist .\n",
"q: How is the verb 'drug' being used?\n",
"a: In simple language, it means\n",
"'to give a drug to'.\n",
"similarity: 204.486\n",
"intent: T\n",
"*************\n",
"Sentence: He overstepped his place .\n",
"q: How is the word 'place' being used?\n",
"a: In simple language, it means\n",
"'a position'.\n",
"Sentence: He put the lamp back in its place .\n",
"q: How is the word 'place' being used?\n",
"a: In simple language, it means\n",
"'a position'.\n",
"similarity: 444.783\n",
"intent: F\n",
"*************\n",
"Sentence: Raise the question of promotions .\n",
"q: How is the verb 'raise' being used?\n",
"a: In simple language, it means\n",
"'to bring up'.\n",
"Sentence: Raise from the dead .\n",
"q: How is the verb 'raise' being used?\n",
"a: In simple language, it means\n",
"'to bring back to life'.\n",
"similarity: 200.351\n",
"intent: F\n",
"*************\n",
"Sentence: Fall by the wayside .\n",
"q: How is the verb 'fall' being used?\n",
"a: In simple language, it means\n",
"'to fail'.\n",
"Sentence: Christmas falls on a Monday this year .\n",
"q: How is the verb 'fall' being used?\n",
"a: In simple language, it means\n",
"'to occur'.\n",
"similarity: 217.706\n",
"intent: F\n",
"*************\n",
"Sentence: Keep my job for me while I give birth .\n",
"q: How is the verb 'keep' being used?\n",
"a: In simple language, it means\n",
"'to hold'.\n",
"Sentence: Keep a diary .\n",
"q: How is the verb 'keep' being used?\n",
"a: In simple language, it means\n",
"'to record'.\n",
"similarity: 218.27\n",
"intent: F\n",
"*************\n",
"Sentence: In defense he said the other man started it .\n",
"q: How is the word 'defense' being used?\n",
"a: In simple language, it means\n",
"'the act of defending'.\n",
"Sentence: The artillery battered down the defenses .\n",
"q: How is the word 'defense' being used?\n",
"a: In simple language, it means\n",
"'the act of defending'.\n",
"similarity: 341.509\n",
"intent: F\n",
"*************\n",
"Sentence: We take all major credit cards .\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to accept'.\n",
"Sentence: Do you take sugar in your coffee ?\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to have'.\n",
"similarity: 186.959\n",
"intent: T\n",
"*************\n",
"Sentence: Give homage .\n",
"q: How is the verb 'give' being used?\n",
"a: In simple language, it means\n",
"'to respect'.\n",
"Sentence: She gave herself to many men .\n",
"q: How is the verb 'give' being used?\n",
"a: In simple language, it means\n",
"'to devote'.\n",
"similarity: 235.211\n",
"intent: F\n",
"*************\n",
"Sentence: Check the brakes .\n",
"q: How is the verb 'check' being used?\n",
"a: In simple language, it means\n",
"'to examine'.\n",
"Sentence: Check the oil in your car once a month .\n",
"q: How is the verb 'check' being used?\n",
"a: In simple language, it means\n",
"'to examine'.\n",
"similarity: 404.684\n",
"intent: T\n",
"*************\n",
"Sentence: The unlawful restraint of trade .\n",
"q: How is the word 'restraint' being used?\n",
"a: In simple language, it means\n",
"'something that stops or limits something'.\n",
"Sentence: Restraints imposed on imports .\n",
"q: How is the word 'restraint' being used?\n",
"a: In simple language, it means\n",
"'something that stops or limits something'.\n",
"similarity: 391.382\n",
"intent: F\n",
"*************\n",
"Sentence: He can hold his liquor .\n",
"q: How is the verb 'hold' being used?\n",
"a: In simple language, it means\n",
"'to drink'.\n",
"Sentence: To carry well , i.e. to hold the head high , with arching neck .\n",
"q: How is the verb 'hold' being used?\n",
"a: In simple language, it means\n",
"'to carry'.\n",
"similarity: 229.935\n",
"intent: F\n",
"*************\n",
"Sentence: Did you ever visit Paris ?\n",
"q: How is the verb 'visit' being used?\n",
"a: In simple language, it means\n",
"'to go to see'.\n",
"Sentence: The principal visited his rage on the students .\n",
"q: How is the verb 'visit' being used?\n",
"a: In simple language, it means\n",
"'to show anger'.\n",
"similarity: 152.832\n",
"intent: F\n",
"*************\n",
"Sentence: A nice line of shoes .\n",
"q: How is the word 'line' being used?\n",
"a: In simple language, it means\n",
"'a row of things'.\n",
"Sentence: They were arrayed in line of battle .\n",
"q: How is the word 'line' being used?\n",
"a: In simple language, it means\n",
"'a row of things'.\n",
"similarity: 397.926\n",
"intent: F\n",
"*************\n",
"Sentence: What do you make of his remarks ?\n",
"q: How is the verb 'make' being used?\n",
"a: In simple language, it means\n",
"'to understand'.\n",
"Sentence: Make a mistake .\n",
"q: How is the verb 'make' being used?\n",
"a: In simple language, it means\n",
"'to do something wrong'.\n",
"similarity: 178.066\n",
"intent: F\n",
"*************\n",
"Sentence: Can you break a hundred-dollar bill for me ?\n",
"q: How is the verb 'break' being used?\n",
"a: In simple language, it means\n",
"'to change'.\n",
"Sentence: The wholesaler broke the container loads into palettes and boxes for local retailers .\n",
"q: How is the verb 'break' being used?\n",
"a: In simple language, it means\n",
"'to divide'.\n",
"similarity: 235.825\n",
"intent: T\n",
"*************\n",
"Sentence: Life has lost its point .\n",
"q: How is the word 'point' being used?\n",
"a: In simple language, it means\n",
"'importance'.\n",
"Sentence: He broke the point of his pencil .\n",
"q: How is the word 'point' being used?\n",
"a: In simple language, it means\n",
"'the sharp end of something'.\n",
"similarity: 119.341\n",
"intent: F\n",
"*************\n",
"Sentence: That store offers a variety of products .\n",
"q: How is the word 'product' being used?\n",
"a: In simple language, it means\n",
"'something that is made'.\n",
"Sentence: That store offers a variety of products .\n",
"q: How is the word 'product' being used?\n",
"a: In simple language, it means\n",
"'something that is made'.\n",
"similarity: 369.701\n",
"intent: T\n",
"*************\n",
"Sentence: The grant does n't cover my salary .\n",
"q: How is the verb 'cover' being used?\n",
"a: In simple language, it means\n",
"'to pay'.\n",
"Sentence: The President covered the fact that he bugged the offices in the White House .\n",
"q: How is the verb 'cover' being used?\n",
"a: In simple language, it means\n",
"'to hide'.\n",
"similarity: 210.677\n",
"intent: F\n",
"*************\n",
"Sentence: Run a subject .\n",
"q: How is the verb 'run' being used?\n",
"a: In simple language, it means\n",
"'to conduct an experiment'.\n",
"Sentence: I 'm not ready to run a marathon .\n",
"q: How is the verb 'run' being used?\n",
"a: In simple language, it means\n",
"'to be prepared'.\n",
"similarity: 107.625\n",
"intent: F\n",
"*************\n",
"Sentence: I can not accept your invitation .\n",
"q: How is the verb 'accept' being used?\n",
"a: In simple language, it means\n",
"'to agree'.\n",
"Sentence: We accept the idea of universal health care .\n",
"q: How is the verb 'accept' being used?\n",
"a: In simple language, it means\n",
"'to agree'.\n",
"similarity: 405.733\n",
"intent: F\n",
"*************\n",
"Sentence: The piano had a very stiff action .\n",
"q: How is the word 'action' being used?\n",
"a: In simple language, it means\n",
"'the way something works'.\n",
"Sentence: A rifle action .\n",
"q: How is the word 'action' being used?\n",
"a: In simple language, it means\n",
"'the way something works'.\n",
"similarity: 345.491\n",
"intent: T\n",
"*************\n",
"Sentence: Contact with the pier scraped paint from the hull .\n",
"q: How is the word 'contact' being used?\n",
"a: In simple language, it means\n",
"'touching'.\n",
"Sentence: The pilot made contact with the base .\n",
"q: How is the word 'contact' being used?\n",
"a: In simple language, it means\n",
"'to communicate'.\n",
"similarity: 140.862\n",
"intent: F\n",
"*************\n",
"Sentence: Put down 5 and carry 2 .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'add'.\n",
"Sentence: I am carrying his child .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'to have'.\n",
"similarity: 145.067\n",
"intent: F\n",
"*************\n",
"Sentence: Would you please cut the cake ?\n",
"q: How is the verb 'cut' being used?\n",
"a: In simple language, it means\n",
"'to divide'.\n",
"Sentence: Cut a hole .\n",
"q: How is the verb 'cut' being used?\n",
"a: In simple language, it means\n",
"'to make a hole'.\n",
"similarity: 226.339\n",
"intent: F\n",
"*************\n",
"Sentence: Gather some stones .\n",
"q: How is the verb 'gather' being used?\n",
"a: In simple language, it means\n",
"'to collect'.\n",
"Sentence: Herman gathered the students together .\n",
"q: How is the verb 'gather' being used?\n",
"a: In simple language, it means\n",
"'to bring together'.\n",
"similarity: 316.597\n",
"intent: T\n",
"*************\n",
"Sentence: To admit a serious thought into the mind .\n",
"q: How is the verb 'admit' being used?\n",
"a: In simple language, it means\n",
"'to allow'.\n",
"Sentence: This pipe admits air .\n",
"q: How is the verb 'admit' being used?\n",
"a: In simple language, it means\n",
"'to allow'.\n",
"similarity: 373.671\n",
"intent: T\n",
"*************\n",
"Sentence: It brought out his better side .\n",
"q: How is the word 'side' being used?\n",
"a: In simple language, it means\n",
"'a part of a person'.\n",
"Sentence: The Confederate side was prepared to attack .\n",
"q: How is the word 'side' being used?\n",
"a: In simple language, it means\n",
"'a group of people'.\n",
"similarity: 141.184\n",
"intent: F\n",
"*************\n",
"Sentence: Draw a weapon .\n",
"q: How is the verb 'draw' being used?\n",
"a: In simple language, it means\n",
"'to pull out'.\n",
"Sentence: A ship draws ten feet of water .\n",
"q: How is the verb 'draw' being used?\n",
"a: In simple language, it means\n",
"'to take in'.\n",
"similarity: 193.765\n",
"intent: F\n",
"*************\n",
"Sentence: A wall of prejudice .\n",
"q: How is the word 'wall' being used?\n",
"a: In simple language, it means\n",
"'a large structure'.\n",
"Sentence: The container 's walls were blue .\n",
"q: How is the word 'wall' being used?\n",
"a: In simple language, it means\n",
"'the side of a container'.\n",
"similarity: 164.379\n",
"intent: F\n",
"*************\n",
"Sentence: The airwaves carry the sound .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'to transmit'.\n",
"Sentence: Sound carries well over water .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'to transmit'.\n",
"similarity: 428.743\n",
"intent: T\n",
"*************\n",
"Sentence: These bonds carry warrants .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'to hold'.\n",
"Sentence: The dog was taught to fetch and carry .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'to bring'.\n",
"similarity: 245.373\n",
"intent: F\n",
"*************\n",
"Sentence: Turn the corner .\n",
"q: How is the verb 'turn' being used?\n",
"a: In simple language, it means\n",
"'to change direction'.\n",
"Sentence: We turned from Socialism to Capitalism .\n",
"q: How is the verb 'turn' being used?\n",
"a: In simple language, it means\n",
"'to change'.\n",
"similarity: 224.879\n",
"intent: F\n",
"*************\n",
"Sentence: The dog was taught to fetch and carry .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'to bring'.\n",
"Sentence: Carry a cause .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'to support'.\n",
"similarity: 196.412\n",
"intent: F\n",
"*************\n",
"Sentence: Spokes radiate from the hub of the wheel .\n",
"q: How is the verb 'radiate' being used?\n",
"a: In simple language, it means\n",
"'to spread out from a center'.\n",
"Sentence: The heat radiates from a stove .\n",
"q: How is the verb 'radiate' being used?\n",
"a: In simple language, it means\n",
"'to spread out from a center'.\n",
"similarity: 332.307\n",
"intent: F\n",
"*************\n",
"Sentence: Choke a carburetor .\n",
"q: How is the verb 'choke' being used?\n",
"a: In simple language, it means\n",
"'to put too much fuel in'.\n",
"Sentence: The pirate choked the sailor to death .\n",
"q: How is the verb 'choke' being used?\n",
"a: In simple language, it means\n",
"'to kill'.\n",
"similarity: 109.726\n",
"intent: F\n",
"*************\n",
"Sentence: There is a lovely little church in the valley .\n",
"q: How is the word 'church' being used?\n",
"a: In simple language, it means\n",
"'a building for Christian worship'.\n",
"Sentence: The church was empty .\n",
"q: How is the word 'church' being used?\n",
"a: In simple language, it means\n",
"'the building and the people in it'.\n",
"similarity: 138.869\n",
"intent: T\n",
"*************\n",
"Sentence: Do you take me for a fool ?\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to believe'.\n",
"Sentence: I take it you 're not going ?\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to assume'.\n",
"similarity: 267.378\n",
"intent: T\n",
"*************\n",
"Sentence: Operator , could you connect me to the Raffles in Singapore ?\n",
"q: How is the verb 'connect' being used?\n",
"a: In simple language, it means\n",
"'to put two things together'.\n",
"Sentence: These computers connected well .\n",
"q: How is the verb 'connect' being used?\n",
"a: In simple language, it means\n",
"'to work well together'.\n",
"similarity: 204.311\n",
"intent: F\n",
"*************\n",
"Sentence: The French doors give onto a terrace .\n",
"q: How is the verb 'give' being used?\n",
"a: In simple language, it means\n",
"'to provide access to'.\n",
"Sentence: The wall gave in .\n",
"q: How is the verb 'give' being used?\n",
"a: In simple language, it means\n",
"'to collapse'.\n",
"similarity: 146.977\n",
"intent: F\n",
"*************\n",
"Sentence: His gross income was enough that he had to file a tax return .\n",
"q: How is the word 'return' being used?\n",
"a: In simple language, it means\n",
"'something that is sent back'.\n",
"Sentence: On his return from Australia we gave him a welcoming party .\n",
"q: How is the word 'return' being used?\n",
"a: In simple language, it means\n",
"'something that is sent back'.\n",
"similarity: 386.982\n",
"intent: F\n",
"*************\n",
"Sentence: He is out of action .\n",
"q: How is the word 'action' being used?\n",
"a: In simple language, it means\n",
"'work'.\n",
"Sentence: The piano had a very stiff action .\n",
"q: How is the word 'action' being used?\n",
"a: In simple language, it means\n",
"'the way something works'.\n",
"similarity: 243.737\n",
"intent: F\n",
"*************\n",
"Sentence: Tickets are $ 5 per head .\n",
"q: How is the word 'head' being used?\n",
"a: In simple language, it means\n",
"'each person'.\n",
"Sentence: We will consider performance issues under the head of future improvements .\n",
"q: How is the word 'head' being used?\n",
"a: In simple language, it means\n",
"'top'.\n",
"similarity: 113.247\n",
"intent: F\n",
"*************\n",
"Sentence: On the one hand ... , but on the other hand ...\n",
"q: How is the word 'hand' being used?\n",
"a: In simple language, it means\n",
"'side'.\n",
"Sentence: All hands on deck .\n",
"q: How is the word 'hand' being used?\n",
"a: In simple language, it means\n",
"'everyone'.\n",
"similarity: 170.719\n",
"intent: F\n",
"*************\n",
"Sentence: The emerging buds were a sure sign of spring .\n",
"q: How is the word 'spring' being used?\n",
"a: In simple language, it means\n",
"'the season of the year when plants begin to grow'.\n",
"Sentence: You can visit me in the spring , when the weather is bearable .\n",
"q: How is the word 'spring' being used?\n",
"a: In simple language, it means\n",
"'the season of the year when plants begin to grow'.\n",
"similarity: 226.659\n",
"intent: T\n",
"*************\n",
"Sentence: The feeling is difficult to describe , but not unpleasant .\n",
"q: How is the verb 'describe' being used?\n",
"a: In simple language, it means\n",
"'to explain'.\n",
"Sentence: He described what we should do .\n",
"q: How is the verb 'describe' being used?\n",
"a: In simple language, it means\n",
"'to tell'.\n",
"similarity: 271.771\n",
"intent: T\n",
"*************\n",
"Sentence: Do you know my sister ?\n",
"q: How is the verb 'know' being used?\n",
"a: In simple language, it means\n",
"'to be acquainted with'.\n",
"Sentence: I know him under a different name .\n",
"q: How is the verb 'know' being used?\n",
"a: In simple language, it means\n",
"'to be acquainted with'.\n",
"similarity: 282.699\n",
"intent: T\n",
"*************\n",
"Sentence: Turn your face to the wall .\n",
"q: How is the verb 'turn' being used?\n",
"a: In simple language, it means\n",
"'to face'.\n",
"Sentence: The people turned against the President when he stole the election .\n",
"q: How is the verb 'turn' being used?\n",
"a: In simple language, it means\n",
"'to change'.\n",
"similarity: 182.254\n",
"intent: F\n",
"*************\n",
"Sentence: He sailed around the world .\n",
"q: How is the word 'world' being used?\n",
"a: In simple language, it means\n",
"'the earth'.\n",
"Sentence: All the world loves a lover .\n",
"q: How is the word 'world' being used?\n",
"a: In simple language, it means\n",
"'everyone'.\n",
"similarity: 148.143\n",
"intent: F\n",
"*************\n",
"Sentence: I ride to work in a bus .\n",
"q: How is the verb 'ride' being used?\n",
"a: In simple language, it means\n",
"'to travel in a vehicle'.\n",
"Sentence: She rode a wave of popularity .\n",
"q: How is the verb 'ride' being used?\n",
"a: In simple language, it means\n",
"'to be carried along by'.\n",
"similarity: 193.287\n",
"intent: F\n",
"*************\n",
"Sentence: We take the Times every day .\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to read'.\n",
"Sentence: Take action .\n",
"q: How is the verb 'take' being used?\n",
"a: In simple language, it means\n",
"'to do'.\n",
"similarity: 226.487\n",
"intent: F\n",
"*************\n",
"Sentence: She was vice-presidential material .\n",
"q: How is the word 'material' being used?\n",
"a: In simple language, it means\n",
"'suitable for a particular purpose'.\n",
"Sentence: He was university material .\n",
"q: How is the word 'material' being used?\n",
"a: In simple language, it means\n",
"'suitable for a particular purpose'.\n",
"similarity: 253.684\n",
"intent: T\n",
"*************\n",
"Sentence: This dough does not work easily .\n",
"q: How is the verb 'work' being used?\n",
"a: In simple language, it means\n",
"'to be effective'.\n",
"Sentence: Can you work an electric drill ?\n",
"q: How is the verb 'work' being used?\n",
"a: In simple language, it means\n",
"'to operate'.\n",
"similarity: 225.291\n",
"intent: F\n",
"*************\n",
"Sentence: Come into contact with a terrorist group .\n",
"q: How is the verb 'come' being used?\n",
"a: In simple language, it means\n",
"'to meet'.\n",
"Sentence: Where did you come from ?\n",
"q: How is the verb 'come' being used?\n",
"a: In simple language, it means\n",
"'to arrive'.\n",
"similarity: 261.363\n",
"intent: F\n",
"*************\n",
"Sentence: In warfare , whoever opens fire first has a greater chance of victory .\n",
"q: How is the verb 'fire' being used?\n",
"a: In simple language, it means\n",
"'to shoot'.\n",
"Sentence: Surrender fires the cold skepticism .\n",
"q: How is the verb 'fire' being used?\n",
"a: In simple language, it means\n",
"'to fire'.\n",
"similarity: 377.742\n",
"intent: F\n",
"*************\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "Ewl3QFKxYlng",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 844
},
"outputId": "518e0564-2874-4cdf-d70b-e0b2267e0c49"
},
"source": [
"scores = pd.DataFrame()\n",
"\n",
"attempt2=results.copy()\n",
"\n",
"for i in range(50,300):\n",
" tmp = attempt2.copy()\n",
" tmp[\"pred\"] = tmp[\"sim\"].apply(lambda x: \"F\" if x < i else \"T\")\n",
" tmp[\"accurate\"] = tmp[\"label\"] == tmp[\"pred\"]\n",
" scores.at[i, \"accuracy\"] = tmp[\"accurate\"].sum()/len(tmp)\n",
"scores.plot()\n",
"print(scores.idxmax())\n",
"\n",
"scores = pd.DataFrame()\n",
"for i in range(50,300):\n",
" tmp = attempt2.copy()\n",
" tmp = tmp[tmp.pos == \"N\"]\n",
" tmp[\"pred\"] = tmp[\"sim\"].apply(lambda x: \"F\" if x < i else \"T\")\n",
" tmp[\"accurate\"] = tmp[\"label\"] == tmp[\"pred\"]\n",
" scores.at[i, \"accuracy\"] = tmp[\"accurate\"].sum()/len(tmp)\n",
"scores.plot(title=\"nouns\")\n",
"\n",
"scores = pd.DataFrame()\n",
"for i in range(50,300):\n",
" tmp = attempt2.copy()\n",
" tmp = tmp[tmp.pos == \"V\"]\n",
" tmp[\"pred\"] = tmp[\"sim\"].apply(lambda x: \"F\" if x < i else \"T\")\n",
" tmp[\"accurate\"] = tmp[\"label\"] == tmp[\"pred\"]\n",
" scores.at[i, \"accuracy\"] = tmp[\"accurate\"].sum()/len(tmp)\n",
"scores.plot(title=\"verbs\")"
],
"execution_count": 36,
"outputs": [
{
"output_type": "stream",
"text": [
"accuracy 262\n",
"dtype: int64\n"
],
"name": "stdout"
},
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<matplotlib.axes._subplots.AxesSubplot at 0x7fa9178ab518>"
]
},
"metadata": {
"tags": []
},
"execution_count": 36
},
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"tags": [],
"needs_background": "light"
}
},
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"tags": [],
"needs_background": "light"
}
},
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"tags": [],
"needs_background": "light"
}
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "-RmElAIif7PI",
"colab_type": "code",
"colab": {}
},
"source": [
""
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "tuZTS_kVcYbK",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 810
},
"outputId": "0bf35850-4d95-45aa-cdd2-02b9da8c5c2d"
},
"source": [
"scores = pd.DataFrame()\n",
"\n",
"attempt2=results.copy()\n",
"\n",
"for i in range(50,300):\n",
" tmp = attempt2.copy()\n",
" tmp[\"pred\"] = tmp[\"a1\"]==tmp[\"a2\"]\n",
" tmp[\"pred\"] =tmp[\"pred\"].apply(lambda x: \"T\" if x else \"F\")\n",
" tmp[\"accurate\"] = tmp[\"label\"] == tmp[\"pred\"]\n",
" scores.at[i, \"accuracy\"] = tmp[\"accurate\"].sum()/len(tmp)\n",
"scores.plot()\n",
"\n",
"scores = pd.DataFrame()\n",
"for i in range(50,300):\n",
" tmp = attempt2.copy()\n",
" tmp = tmp[tmp.pos == \"N\"]\n",
" tmp[\"pred\"] = tmp[\"a1\"]==tmp[\"a2\"]\n",
" tmp[\"pred\"] =tmp[\"pred\"].apply(lambda x: \"T\" if x else \"F\")\n",
" tmp[\"accurate\"] = tmp[\"label\"] == tmp[\"pred\"]\n",
" scores.at[i, \"accuracy\"] = tmp[\"accurate\"].sum()/len(tmp)\n",
"scores.plot(title=\"nouns\")\n",
"\n",
"scores = pd.DataFrame()\n",
"for i in range(50,300):\n",
" tmp = attempt2.copy()\n",
" tmp = tmp[tmp.pos == \"V\"]\n",
" tmp[\"pred\"] = tmp[\"a1\"]==tmp[\"a2\"]\n",
" tmp[\"pred\"] =tmp[\"pred\"].apply(lambda x: \"T\" if x else \"F\")\n",
" tmp[\"accurate\"] = tmp[\"label\"] == tmp[\"pred\"]\n",
" scores.at[i, \"accuracy\"] = tmp[\"accurate\"].sum()/len(tmp)\n",
"scores.plot(title=\"verbs\")\n"
],
"execution_count": 29,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<matplotlib.axes._subplots.AxesSubplot at 0x7fa917d87c50>"
]
},
"metadata": {
"tags": []
},
"execution_count": 29
},
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"tags": [],
"needs_background": "light"
}
},
{
"output_type": "display_data",
"data": {
"image/png": 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66JsLjAL+voe+xZLKksqdnZ1F6jYzs4Jq/WJsC7AqIo7kGyWdA/wlsCgi3uy+U0S0RkQpIkpNTb7gNzOrpSJBvxuYktuenLX1pIVs2aaLpLcCfwt8LiKePJEizczsxBUJ+o3AdEnNkkZRDfP27oMkzQAagQ25tlHAI8CDEbGqNiWbmdlA9Bv0EXEYWAKsBrYBD0XEFknLJH0kN7QFaIuIyLV9HLgSWJh7++XsGtZvZmb90LG5XH+lUinK5XK9yzAzG1IkbYqIUk99/s1YM7PEOejNzBLnoDczS5yD3swscQ56M7PEOejNzBLnoDczS5yD3swscQ56M7PEOejNzBLnoDczS5yD3swscQ56M7PEOejNzBLnoDczS5yD3swscQ56M7PEOejNzBJXKOglzZe0XVKHpKU99N+f+07Y5yXtz/X9QNJ+Sf+rloWbmVkxI/obIKkBWA7MAyrARkntEbG1a0xE3JEbfzswJ3eI/wyMAf5trYo2M7PiilzRzwU6ImJHRBwC2oAFfYy/EVjZtRERPwJ+PqgqzczshBUJ+knArtx2JWs7jqSpQDOwbiBFSFosqSyp3NnZOZBdzcysH7V+MbYFWBURRwayU0S0RkQpIkpNTU01LsnMbHgrEvS7gSm57clZW09ayC3bmJlZ/RUJ+o3AdEnNkkZRDfP27oMkzQAagQ21LdHMzAaj36CPiMPAEmA1sA14KCK2SFom6SO5oS1AW0REfn9JjwN/BVwjqSLpA7Ur38zM+qNuuVx3pVIpyuVyvcswMxtSJG2KiFJPff7NWDOzxDnozcwS56A3M0ucg97MLHEOejOzxDnozcwS56A3M0ucg97MLHEOejOzxDnozcwS56A3M0ucg97MLHEOejOzxDnozcwS56A3M0ucg97MLHEOejOzxDnozcwSVyjoJc2XtF1Sh6SlPfTfL2lzdnte0v5c382SXshuN9eyeDMz69+I/gZIagCWA/OACrBRUntEbO0aExF35MbfDszJ7o8DvgiUgAA2Zfvuq+kszMysV0Wu6OcCHRGxIyIOAW3Agj7G3wiszO5/AFgTEXuzcF8DzB9MwWZmNjBFgn4SsCu3XcnajiNpKtAMrBvIvpIWSypLKnd2dhap28zMCqr1i7EtwKqIODKQnSKiNSJKEVFqamqqcUlmZsNbkaDfDUzJbU/O2nrSwq+XbQa6r5mZnQRFgn4jMF1Ss6RRVMO8vfsgSTOARmBDrnk18H5JjZIagfdnbWZmdor0+66biDgsaQnVgG4AVkTEFknLgHJEdIV+C9AWEZHbd6+ke6j+sABYFhF7azsFMzPri3K5fFoolUpRLpfrXYaZ2ZAiaVNElHrq82/GmpklzkFvZpY4B72ZWeIc9GZmiXPQm5klzkFvZpY4B72ZWeIc9GZmiXPQm5klzkFvZpY4B72ZWeIc9GZmiXPQm5klzkFvZpY4B72ZWeIc9GZmiXPQm5klzkFvZpa4QkEvab6k7ZI6JC3tZczHJW2VtEXSd3PtX5H0bHa7oVaFm5lZMf1+ObikBmA5MA+oABsltUfE1tyY6cDdwG9GxD5Jv5G1/xvgImA2cAbwmKS/i4hXaz8VMzPrSZEr+rlAR0TsiIhDQBuwoNuYW4DlEbEPICJeydrPB9ZHxOGI+AXwNDC/NqWbmVkRRYJ+ErArt13J2vLeBbxL0v+V9KSkrjD/KTBf0hhJZwNXA1O6P4CkxZLKksqdnZ0Dn4WZmfWq36WbARxnOnAVMBlYL+ndEfFDSZcATwCdwAbgSPedI6IVaAUolUpRo5rMzIxiV/S7OfYqfHLWllcB2iPijYh4EXieavATEX8YEbMjYh6grM/MzE6RIkG/EZguqVnSKKAFaO825m+oXs2TLdG8C9ghqUHS+Kx9JjAT+GGNajczswL6XbqJiMOSlgCrgQZgRURskbQMKEdEe9b3fklbqS7N/H5E7JE0GnhcEsCrwG9HxOGTNRkzMzueIk6vJXFJncDPBnGIs4F/rlE5Q4XnPDx4zsPDic55akQ09dRx2gX9YEkqR0Sp3nWcSp7z8OA5Dw8nY87+CAQzs8Q56M3MEpdi0LfWu4A68JyHB895eKj5nJNbozczs2OleEVvZmY5Dnozs8QN6aCXtFPSM5I2SypnbeMkrZH0QvZnY73rHAxJKyS9IunZXFuPc1TVA9n3Bjwt6aL6VT44vcz7DyTtzs73ZkkfyvXdnc17u6QP1KfqEydpiqRHc9/p8O+y9mTPdR9zTvY8A0gaLekpST/N5v2lrL1Z0o+z+X0v+yQCJJ2RbXdk/dMG/KARMWRvwE7g7G5tfwwsze4vBb5S7zoHOccrqX6m/7P9zRH4EPB3VD9T6DLgx/Wuv8bz/gPgzh7Gnk/1k1LPAJqBvwca6j2HAc73HOCi7P5ZVD8T6vyUz3Ufc072PGfzEDA2uz8S+HF2Dh8CWrL2Pwd+N7t/G/Dn2f0W4HsDfcwhfUXfiwXAt7P73wauq2MtgxYR64G93Zp7m+MC4MGoehJ4u6RzTk2ltdXLvHuzAGiLiF9F9UP1Oqh+j8KQEREvR8RPsvs/B7ZR/TjwZM91H3PuzZA/zwDZOXst2xyZ3QJ4H7Aqa+9+rrv+DawCrlH2uTJFDfWgD+CHkjZJWpy1TYiIl7P7/whMqE9pJ1Vvcyzy3QFD3ZJsqWJFblkuqXlnT83nUL3SGxbnutucIfHznH3g42bgFWAN1Wcn++PXnwWWn9vReWf9B4DxA3m8oR7074mIi4APAr8n6cp8Z1Sf6yT9/tHhMMec/w68k+pXU74M3FffcmpP0ljgYeDfR7ev3Ez1XPcw5+TPc0QciYjZVD/2fS4w42Q+3pAO+ojYnf35CvAI1b+wf+p6Cpv9+UrvRxiyeptjke8OGLIi4p+y/yBvAl/n10/bk5i3pJFUA+9/RMRfZ81Jn+ue5pz6ec6LiP3Ao8DlVJffuj5ROD+3o/PO+t8G7BnI4wzZoJd0pqSzuu4D7weepfpZ+Tdnw24G/md9KjypeptjO/A72TsyLgMO5J72D3nd1qA/SvV8Q3XeLdm7E5qpfunNU6e6vsHI1ly/AWyLiP+S60r2XPc255TPM4CkJklvz+7/C2Ae1dcnHgV+KxvW/Vx3/Rv4LWBd9uyuuHq/Aj2IV67fQfUV+J8CW4DPZe3jgR8BLwBrgXH1rnWQ81xJ9enrG1TX7T7d2xypvpq/nOp63zNAqd7113jef5nN6+nsH/85ufGfy+a9Hfhgves/gfm+h+qyzNPA5uz2oZTPdR9zTvY8Z3OYCfy/bH7PAv8xa38H1R9cHcBfAWdk7aOz7Y6s/x0DfUx/BIKZWeKG7NKNmZkV46A3M0ucg97MLHEOejOzxDnozcwS56A3M0ucg97MLHH/H1rRf0/V4u97AAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"tags": [],
"needs_background": "light"
}
},
{
"output_type": "display_data",
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"tags": [],
"needs_background": "light"
}
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "sUEDXjzmcjZf",
"colab_type": "code",
"colab": {}
},
"source": [
""
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "f789tiwaK2ID",
"colab_type": "code",
"colab": {}
},
"source": [
"dev = pd.read_csv(\"dev/dev.data.txt\", sep='\\t', header=None)\n",
"dev.columns = [\"target\", \"pos\", \"position\", \"context-1\", \"context-2\"]\n",
"dev_gold = pd.read_csv(\"dev/dev.gold.txt\", sep='\\t', header=None)\n",
"dev_gold.columns = [\"label\"]"
],
"execution_count": 26,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "78PQwApPLAA2",
"colab_type": "code",
"colab": {}
},
"source": [
"dev = pd.concat([dev_gold,dev], axis=1)"
],
"execution_count": 27,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "jrFTAmpacjdn",
"colab_type": "code",
"colab": {}
},
"source": [
""
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "Mvk87oKKceRF",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
},
"outputId": "957d11b0-8e12-42fe-dd44-a08389d5fb7e"
},
"source": [
"#arguments to send the API\n",
"kwargs1 = {\n",
"\"engine\":\"davinci\",\n",
"\"temperature\":0,\n",
"\"max_tokens\":30,\n",
"\"stop\":\"\\n\",\n",
"}\n",
"\n",
"dev_results = pd.DataFrame()\n",
"for row in dev[:200].iterrows():\n",
" s1 = row[1][\"context-1\"]\n",
" s2 = row[1][\"context-2\"]\n",
" target = row[1][\"target\"]\n",
" label = row[1][\"label\"]\n",
"\n",
" if row[1][\"pos\"] == \"V\":\n",
" myExample = \"Sentence: I watched a truck on the road\\nq: How is the 'to watched' being used?\\na: In simple language, it means 'to see'.\\n\\n\"\n",
" myExample += \"Sentence: Jim flew through the test\\nq: How is the 'fly' being used?\\na: In simple language, it means 'quickly complete'.\\n\\n\"\n",
"\n",
" #subject1 = query(\"sentence: '{}'\\nq: what noun is the main subject of the previous sentence?\\na:\".format(s1), myKwargs=kwargs1)\n",
" q1 = \"Sentence: {}\\nq: How is the verb '{}' being used?\\na: In simple language, it means\".format(s1, target)\n",
" \n",
" #subject2 = query(\"sentence: '{}'\\nq: what noun is the main subject of the previous sentence?\\na:\".format(s2), myKwargs=kwargs1)\n",
" q2 = \"Sentence: {}\\nq: How is the verb '{}' being used?\\na: In simple language, it means\".format(s2, target)\n",
"\n",
" if row[1][\"pos\"] == \"N\":\n",
" myExample = \"Sentence: I watched a truck on the road\\nq: How is the 'truck' being used?\\na: In simple language, it means 'a large vehicle'.\\n\\n\"\n",
" myExample += \"Sentence: Jim flew through the test like lightning\\nq: How is 'lightning' being used?\\na: In simple language, it means 'something quick'.\\n\\n\"\n",
"\n",
" #subject1 = query(\"sentence: '{}'\\nq: what noun is the main subject of the previous sentence?\\na:\".format(s1), myKwargs=kwargs1)\n",
" q1 = \"Sentence: {}\\nq: How is the word '{}' being used?\\na: In simple language, it means\".format(s1, target)\n",
" \n",
" #subject2 = query(\"sentence: '{}'\\nq: what noun is the main subject of the previous sentence?\\na:\".format(s2), myKwargs=kwargs1)\n",
" q2 = \"Sentence: {}\\nq: How is the word '{}' being used?\\na: In simple language, it means\".format(s2, target)\n",
"\n",
" print(q1)\n",
" a1= query(myExample + q1, myKwargs=kwargs1)\n",
" print(a1)\n",
"\n",
" print(q2)\n",
" a2 = query(myExample + q1 + a1 + \"\\n\\n\" + q2, myKwargs=kwargs1)\n",
" print(a2)\n",
"\n",
" similar = openai.Engine(\"davinci\").search(documents=[a2],query=a1)[\"data\"][0][\"score\"]\n",
"\n",
" print(\"similarity: {}\".format(similar))\n",
" print(\"intent: {}\".format(label))\n",
"\n",
" dev_results.at[row[0], \"q1\"] = q1\n",
" dev_results.at[row[0], \"q2\"] = q2\n",
"\n",
" dev_results.at[row[0], \"target\"] = target\n",
" dev_results.at[row[0], \"pos\"] = row[1][\"pos\"]\n",
" dev_results.at[row[0], \"a1\"] = a1\n",
" dev_results.at[row[0], \"a2\"] = a2\n",
" dev_results.at[row[0], \"sim\"] = similar\n",
" dev_results.at[row[0], \"label\"] = label\n",
"\n",
" print (\"*************\")"
],
"execution_count": 30,
"outputs": [
{
"output_type": "stream",
"text": [
"Sentence: Room and board .\n",
"q: How is the word 'board' being used?\n",
"a: In simple language, it means\n",
"'food'.\n",
"Sentence: He nailed boards across the windows .\n",
"q: How is the word 'board' being used?\n",
"a: In simple language, it means\n",
"'a flat piece of wood'.\n",
"similarity: 160.833\n",
"intent: F\n",
"*************\n",
"Sentence: Circulate a rumor .\n",
"q: How is the verb 'circulate' being used?\n",
"a: In simple language, it means\n",
"'to spread'.\n",
"Sentence: This letter is being circulated among the faculty .\n",
"q: How is the verb 'circulate' being used?\n",
"a: In simple language, it means\n",
"'to spread'.\n",
"similarity: 386.533\n",
"intent: F\n",
"*************\n",
"Sentence: Hook a fish .\n",
"q: How is the verb 'hook' being used?\n",
"a: In simple language, it means\n",
"'to catch'.\n",
"Sentence: He hooked a snake accidentally , and was so scared he dropped his rod into the water .\n",
"q: How is the verb 'hook' being used?\n",
"a: In simple language, it means\n",
"'to catch'.\n",
"similarity: 399.343\n",
"intent: T\n",
"*************\n",
"Sentence: For recreation he wrote poetry and solved crossword puzzles .\n",
"q: How is the word 'recreation' being used?\n",
"a: In simple language, it means\n",
"'something that you do for fun'.\n",
"Sentence: Drug abuse is often regarded as a form of recreation .\n",
"q: How is the word 'recreation' being used?\n",
"a: In simple language, it means\n",
"'a way of spending time'.\n",
"similarity: 191.142\n",
"intent: T\n",
"*************\n",
"Sentence: Making a hobby of domesticity .\n",
"q: How is the word 'domesticity' being used?\n",
"a: In simple language, it means\n",
"'the quality of being domestic'.\n",
"Sentence: A royal family living in unpretentious domesticity .\n",
"q: How is the word 'domesticity' being used?\n",
"a: In simple language, it means\n",
"'the quality of being domestic'.\n",
"similarity: 386.849\n",
"intent: F\n",
"*************\n",
"Sentence: The child 's acquisition of language .\n",
"q: How is the word 'acquisition' being used?\n",
"a: In simple language, it means\n",
"'learning'.\n",
"Sentence: That graphite tennis racquet is quite an acquisition .\n",
"q: How is the word 'acquisition' being used?\n",
"a: In simple language, it means\n",
"'something that is bought'.\n",
"similarity: 112.084\n",
"intent: F\n",
"*************\n",
"Sentence: There was no meeting of minds .\n",
"q: How is the word 'meeting' being used?\n",
"a: In simple language, it means\n",
"'a gathering of people'.\n",
"Sentence: The meeting elected a chairperson .\n",
"q: How is the word 'meeting' being used?\n",
"a: In simple language, it means\n",
"'a gathering of people'.\n",
"similarity: 311.571\n",
"intent: F\n",
"*************\n",
"Sentence: They swam in the nude .\n",
"q: How is the word 'nude' being used?\n",
"a: In simple language, it means\n",
"'without clothes'.\n",
"Sentence: The marketing rule ' nude sells ' spread from verbal to visual mainstream media in the 20th century .\n",
"q: How is the word 'nude' being used?\n",
"a: In simple language, it means\n",
"'without clothes'.\n",
"similarity: 452.889\n",
"intent: F\n",
"*************\n",
"Sentence: He left an indelible mark on the American theater .\n",
"q: How is the word 'mark' being used?\n",
"a: In simple language, it means\n",
"'a sign that shows something happened'.\n",
"Sentence: It was in London that he made his mark .\n",
"q: How is the word 'mark' being used?\n",
"a: In simple language, it means\n",
"'a sign that shows something happened'.\n",
"similarity: 405.819\n",
"intent: T\n",
"*************\n",
"Sentence: Conditioning is a form of learning by association .\n",
"q: How is the word 'association' being used?\n",
"a: In simple language, it means\n",
"'a connection between two things'.\n",
"Sentence: Many close associations with England .\n",
"q: How is the word 'association' being used?\n",
"a: In simple language, it means\n",
"'a connection between two things'.\n",
"similarity: 326.083\n",
"intent: F\n",
"*************\n",
"Sentence: The alkaline inclination of the local waters .\n",
"q: How is the word 'inclination' being used?\n",
"a: In simple language, it means\n",
"'tendency'.\n",
"Sentence: An inclination of his head indicated his agreement .\n",
"q: How is the word 'inclination' being used?\n",
"a: In simple language, it means\n",
"'a gesture'.\n",
"similarity: 158.135\n",
"intent: F\n",
"*************\n",
"Sentence: Glaze the bread with eggwhite .\n",
"q: How is the verb 'glaze' being used?\n",
"a: In simple language, it means\n",
"'to coat with a thin layer of something'.\n",
"Sentence: The potter glazed the dishes .\n",
"q: How is the verb 'glaze' being used?\n",
"a: In simple language, it means\n",
"'to coat with a thin layer of something'.\n",
"similarity: 255.454\n",
"intent: T\n",
"*************\n",
"Sentence: An amendment to piggyback the current law .\n",
"q: How is the verb 'piggyback' being used?\n",
"a: In simple language, it means\n",
"'to add'.\n",
"Sentence: He piggybacked her child so she could see the show .\n",
"q: How is the verb 'piggyback' being used?\n",
"a: In simple language, it means\n",
"'to carry'.\n",
"similarity: 246.596\n",
"intent: F\n",
"*************\n",
"Sentence: To pick rags .\n",
"q: How is the verb 'pick' being used?\n",
"a: In simple language, it means\n",
"'to collect'.\n",
"Sentence: Do n't always pick on your little brother .\n",
"q: How is the verb 'pick' being used?\n",
"a: In simple language, it means\n",
"'to criticize'.\n",
"similarity: 230.546\n",
"intent: F\n",
"*************\n",
"Sentence: Belabor the obvious .\n",
"q: How is the verb 'belabor' being used?\n",
"a: In simple language, it means\n",
"'to talk about something that is obvious'.\n",
"Sentence: She was belabored by her fellow students .\n",
"q: How is the verb 'belabor' being used?\n",
"a: In simple language, it means\n",
"'to talk about something that is obvious'.\n",
"similarity: 312.09\n",
"intent: F\n",
"*************\n",
"Sentence: Bell cows .\n",
"q: How is the verb 'bell' being used?\n",
"a: In simple language, it means\n",
"'to call'.\n",
"Sentence: Who will bell the cat ?\n",
"q: How is the verb 'bell' being used?\n",
"a: In simple language, it means\n",
"'to call'.\n",
"similarity: 380.982\n",
"intent: T\n",
"*************\n",
"Sentence: He took the manuscript in both hands and gave it a mighty tear .\n",
"q: How is the word 'tear' being used?\n",
"a: In simple language, it means\n",
"'to rip'.\n",
"Sentence: There were big tears rolling down Lisa 's cheeks .\n",
"q: How is the word 'tear' being used?\n",
"a: In simple language, it means\n",
"'to cry'.\n",
"similarity: 251.81\n",
"intent: F\n",
"*************\n",
"Sentence: Kill the engine .\n",
"q: How is the verb 'kill' being used?\n",
"a: In simple language, it means\n",
"'to stop'.\n",
"Sentence: He killed the ball .\n",
"q: How is the verb 'kill' being used?\n",
"a: In simple language, it means\n",
"'to hit'.\n",
"similarity: 250.714\n",
"intent: F\n",
"*************\n",
"Sentence: Analyze your real motives .\n",
"q: How is the verb 'analyze' being used?\n",
"a: In simple language, it means\n",
"'to understand'.\n",
"Sentence: The inspector analyzed the building 's soundness .\n",
"q: How is the verb 'analyze' being used?\n",
"a: In simple language, it means\n",
"'to examine'.\n",
"similarity: 267.315\n",
"intent: T\n",
"*************\n",
"Sentence: Did you ever lecture at Harvard ?\n",
"q: How is the verb 'lecture' being used?\n",
"a: In simple language, it means\n",
"'to teach'.\n",
"Sentence: She lectured to the class about her travels .\n",
"q: How is the verb 'lecture' being used?\n",
"a: In simple language, it means\n",
"'to talk about'.\n",
"similarity: 228.227\n",
"intent: T\n",
"*************\n",
"Sentence: A rehearsal will be held the day before the wedding .\n",
"q: How is the word 'rehearsal' being used?\n",
"a: In simple language, it means\n",
"'a practice'.\n",
"Sentence: He missed too many rehearsals .\n",
"q: How is the word 'rehearsal' being used?\n",
"a: In simple language, it means\n",
"'a practice'.\n",
"similarity: 441.052\n",
"intent: T\n",
"*************\n",
"Sentence: We decided to forge ahead with our plans even though our biggest underwriter backed out .\n",
"q: How is the verb 'forge' being used?\n",
"a: In simple language, it means\n",
"'to create or produce something by using false or misleading information'.\n",
"Sentence: He forged ahead .\n",
"q: How is the verb 'forge' being used?\n",
"a: In simple language, it means\n",
"'to continue with a plan or action, even though there are problems or difficulties'.\n",
"similarity: 86.967\n",
"intent: T\n",
"*************\n",
"Sentence: The belief that the world is flat is a falsity .\n",
"q: How is the word 'falsity' being used?\n",
"a: In simple language, it means\n",
"'a lie'.\n",
"Sentence: Argument could not determine its truth or falsity .\n",
"q: How is the word 'falsity' being used?\n",
"a: In simple language, it means\n",
"'a lie'.\n",
"similarity: 387.953\n",
"intent: T\n",
"*************\n",
"Sentence: An assurance of help when needed .\n",
"q: How is the word 'assurance' being used?\n",
"a: In simple language, it means\n",
"'a promise'.\n",
"Sentence: His assurance in his superiority did not make him popular .\n",
"q: How is the word 'assurance' being used?\n",
"a: In simple language, it means\n",
"'confidence'.\n",
"similarity: 150.769\n",
"intent: F\n",
"*************\n",
"Sentence: A branch of Congress .\n",
"q: How is the word 'branch' being used?\n",
"a: In simple language, it means\n",
"'a part of a larger organization'.\n",
"Sentence: We have branches in all major suburbs .\n",
"q: How is the word 'branch' being used?\n",
"a: In simple language, it means\n",
"'a part of a larger organization'.\n",
"similarity: 341.88\n",
"intent: T\n",
"*************\n",
"Sentence: He tried to clear his head of the whisky fuzz .\n",
"q: How is the word 'fuzz' being used?\n",
"a: In simple language, it means\n",
"'a state of confusion'.\n",
"Sentence: Peach fuzz .\n",
"q: How is the word 'fuzz' being used?\n",
"a: In simple language, it means\n",
"'a soft hair'.\n",
"similarity: 98.773\n",
"intent: F\n",
"*************\n",
"Sentence: I can not risk smoking .\n",
"q: How is the verb 'risk' being used?\n",
"a: In simple language, it means\n",
"'to take a chance'.\n",
"Sentence: Why risk your life ?\n",
"q: How is the verb 'risk' being used?\n",
"a: In simple language, it means\n",
"'to take a chance'.\n",
"similarity: 302.667\n",
"intent: T\n",
"*************\n",
"Sentence: The chemistry of indigo .\n",
"q: How is the word 'chemistry' being used?\n",
"a: In simple language, it means\n",
"'the study of'.\n",
"Sentence: The chemistry of iron .\n",
"q: How is the word 'chemistry' being used?\n",
"a: In simple language, it means\n",
"'the study of'.\n",
"similarity: 376.04\n",
"intent: T\n",
"*************\n",
"Sentence: “ Among other native delicacies , they give you fresh char . ” .\n",
"q: How is the word 'char' being used?\n",
"a: In simple language, it means\n",
"'a type of fish'.\n",
"Sentence: “ I had to scrub the kitchen today , because the char could n't come ” .\n",
"q: How is the word 'char' being used?\n",
"a: In simple language, it means\n",
"'a type of fish'.\n",
"similarity: 378.751\n",
"intent: F\n",
"*************\n",
"Sentence: This situation developed in response to events in Africa .\n",
"q: How is the word 'response' being used?\n",
"a: In simple language, it means\n",
"'something that happens after something else'.\n",
"Sentence: His responses have slowed with age .\n",
"q: How is the word 'response' being used?\n",
"a: In simple language, it means\n",
"'a reaction to something'.\n",
"similarity: 215.536\n",
"intent: F\n",
"*************\n",
"Sentence: That thing is a poor excuse for a gingerbread man . Has n't anyone taught you how to bake ?\n",
"q: How is the word 'excuse' being used?\n",
"a: In simple language, it means\n",
"'a reason for something'.\n",
"Sentence: He 's a sorry excuse of a doctor .\n",
"q: How is the word 'excuse' being used?\n",
"a: In simple language, it means\n",
"'a person who is not good at something'.\n",
"similarity: 152.217\n",
"intent: T\n",
"*************\n",
"Sentence: He sought release from his bondage to Satan .\n",
"q: How is the word 'bondage' being used?\n",
"a: In simple language, it means\n",
"'a state of being controlled by someone or something'.\n",
"Sentence: A self freed from the bondage of time .\n",
"q: How is the word 'bondage' being used?\n",
"a: In simple language, it means\n",
"'a state of being controlled by someone or something'.\n",
"similarity: 251.762\n",
"intent: T\n",
"*************\n",
"Sentence: The catch was only 10 fish .\n",
"q: How is the word 'catch' being used?\n",
"a: In simple language, it means\n",
"'a group of fish'.\n",
"Sentence: He shared his catch with the others .\n",
"q: How is the word 'catch' being used?\n",
"a: In simple language, it means\n",
"'a group of fish'.\n",
"similarity: 370.643\n",
"intent: F\n",
"*************\n",
"Sentence: There 's too much shadiness to take good photographs .\n",
"q: How is the word 'shadiness' being used?\n",
"a: In simple language, it means\n",
"'darkness'.\n",
"Sentence: The shadiness of their transactions .\n",
"q: How is the word 'shadiness' being used?\n",
"a: In simple language, it means\n",
"'dishonesty'.\n",
"similarity: 127.227\n",
"intent: F\n",
"*************\n",
"Sentence: The outward passage took 10 days .\n",
"q: How is the word 'passage' being used?\n",
"a: In simple language, it means\n",
"'a journey'.\n",
"Sentence: She struggled to play the difficult passages .\n",
"q: How is the word 'passage' being used?\n",
"a: In simple language, it means\n",
"'a part of a piece of music'.\n",
"similarity: 136.428\n",
"intent: F\n",
"*************\n",
"Sentence: I already have a son , so I would like to have a daughter .\n",
"q: How is the word 'daughter' being used?\n",
"a: In simple language, it means\n",
"'a female child'.\n",
"Sentence: Her daughter cared for her in her old age .\n",
"q: How is the word 'daughter' being used?\n",
"a: In simple language, it means\n",
"'a female child'.\n",
"similarity: 387.466\n",
"intent: T\n",
"*************\n",
"Sentence: Please hold a table at Maxim 's .\n",
"q: How is the verb 'hold' being used?\n",
"a: In simple language, it means\n",
"'to reserve'.\n",
"Sentence: Hold a table for us at 7:00 .\n",
"q: How is the verb 'hold' being used?\n",
"a: In simple language, it means\n",
"'to reserve'.\n",
"similarity: 414.412\n",
"intent: T\n",
"*************\n",
"Sentence: Banish bad thoughts .\n",
"q: How is the verb 'banish' being used?\n",
"a: In simple language, it means\n",
"'to drive away'.\n",
"Sentence: Banish gloom .\n",
"q: How is the verb 'banish' being used?\n",
"a: In simple language, it means\n",
"'to drive away'.\n",
"similarity: 357.35\n",
"intent: T\n",
"*************\n",
"Sentence: A keen musical sense .\n",
"q: How is the word 'sense' being used?\n",
"a: In simple language, it means\n",
"'ability to understand'.\n",
"Sentence: A good sense of timing .\n",
"q: How is the word 'sense' being used?\n",
"a: In simple language, it means\n",
"'ability to understand'.\n",
"similarity: 388.202\n",
"intent: T\n",
"*************\n",
"Sentence: In my opinion , white chocolate is better than milk chocolate .\n",
"q: How is the word 'opinion' being used?\n",
"a: In simple language, it means\n",
"'a belief'.\n",
"Sentence: I would like to know your opinions on the new systems .\n",
"q: How is the word 'opinion' being used?\n",
"a: In simple language, it means\n",
"'a feeling'.\n",
"similarity: 305.96\n",
"intent: T\n",
"*************\n",
"Sentence: He signed the deed .\n",
"q: How is the word 'deed' being used?\n",
"a: In simple language, it means\n",
"'a legal document'.\n",
"Sentence: I inherited the deed to the house .\n",
"q: How is the word 'deed' being used?\n",
"a: In simple language, it means\n",
"'a legal document'.\n",
"similarity: 417.91\n",
"intent: T\n",
"*************\n",
"Sentence: His claim to the property has come under question .\n",
"q: How is the word 'question' being used?\n",
"a: In simple language, it means\n",
"'to doubt'.\n",
"Sentence: He obeyed without question .\n",
"q: How is the word 'question' being used?\n",
"a: In simple language, it means\n",
"'without doubt'.\n",
"similarity: 250.472\n",
"intent: T\n",
"*************\n",
"Sentence: The publisher wants to distribute the book in Asia .\n",
"q: How is the verb 'distribute' being used?\n",
"a: In simple language, it means\n",
"'to sell'.\n",
"Sentence: The function distributes the values evenly .\n",
"q: How is the verb 'distribute' being used?\n",
"a: In simple language, it means\n",
"'to divide'.\n",
"similarity: 215.774\n",
"intent: F\n",
"*************\n",
"Sentence: Return her love .\n",
"q: How is the verb 'return' being used?\n",
"a: In simple language, it means\n",
"'give back'.\n",
"Sentence: Return a compliment .\n",
"q: How is the verb 'return' being used?\n",
"a: In simple language, it means\n",
"'give back'.\n",
"similarity: 460.318\n",
"intent: T\n",
"*************\n",
"Sentence: He is an officer of the court .\n",
"q: How is the word 'officer' being used?\n",
"a: In simple language, it means\n",
"'a person who is in charge of something'.\n",
"Sentence: The club elected its officers for the coming year .\n",
"q: How is the word 'officer' being used?\n",
"a: In simple language, it means\n",
"'a person who is in charge of something'.\n",
"similarity: 237.547\n",
"intent: T\n",
"*************\n",
"Sentence: To clutch power .\n",
"q: How is the verb 'clutch' being used?\n",
"a: In simple language, it means\n",
"'to hold tightly'.\n",
"Sentence: She clutched her purse .\n",
"q: How is the verb 'clutch' being used?\n",
"a: In simple language, it means\n",
"'to hold tightly'.\n",
"similarity: 421.594\n",
"intent: T\n",
"*************\n",
"Sentence: The dissipation of the mist .\n",
"q: How is the word 'dissipation' being used?\n",
"a: In simple language, it means\n",
"'the process of becoming less dense'.\n",
"Sentence: Mindless dissipation of natural resources .\n",
"q: How is the word 'dissipation' being used?\n",
"a: In simple language, it means\n",
"'the process of becoming less dense'.\n",
"similarity: 349.901\n",
"intent: F\n",
"*************\n",
"Sentence: He remembered her because she was carrying a large portfolio .\n",
"q: How is the word 'portfolio' being used?\n",
"a: In simple language, it means\n",
"'a large folder'.\n",
"Sentence: He holds the portfolio for foreign affairs .\n",
"q: How is the word 'portfolio' being used?\n",
"a: In simple language, it means\n",
"'a position of responsibility'.\n",
"similarity: 142.422\n",
"intent: F\n",
"*************\n",
"Sentence: They gave full play to the artist 's talent .\n",
"q: How is the word 'play' being used?\n",
"a: In simple language, it means\n",
"'to use'.\n",
"Sentence: It was all done in play .\n",
"q: How is the word 'play' being used?\n",
"a: In simple language, it means\n",
"'to do something without any serious intention'.\n",
"similarity: 195.647\n",
"intent: F\n",
"*************\n",
"Sentence: She gave her hair a quick brush .\n",
"q: How is the word 'brush' being used?\n",
"a: In simple language, it means\n",
"'to touch something lightly'.\n",
"Sentence: The dentist recommended two brushes a day .\n",
"q: How is the word 'brush' being used?\n",
"a: In simple language, it means\n",
"'to clean the teeth'.\n",
"similarity: 150.207\n",
"intent: T\n",
"*************\n",
"Sentence: They asked for a 10 % rise in rates .\n",
"q: How is the word 'rise' being used?\n",
"a: In simple language, it means\n",
"'increase'.\n",
"Sentence: The rising of the Holy Ghost .\n",
"q: How is the word 'rise' being used?\n",
"a: In simple language, it means\n",
"'to go up'.\n",
"similarity: 209.389\n",
"intent: F\n",
"*************\n",
"Sentence: His studio was cramped when he began as an artist .\n",
"q: How is the word 'studio' being used?\n",
"a: In simple language, it means\n",
"'a room where an artist works'.\n",
"Sentence: You do n't need a studio to make a passport photograph .\n",
"q: How is the word 'studio' being used?\n",
"a: In simple language, it means\n",
"'a room where an artist works'.\n",
"similarity: 367.461\n",
"intent: T\n",
"*************\n",
"Sentence: To cushion a blow .\n",
"q: How is the verb 'cushion' being used?\n",
"a: In simple language, it means\n",
"'to soften'.\n",
"Sentence: Cushion the blow .\n",
"q: How is the verb 'cushion' being used?\n",
"a: In simple language, it means\n",
"'to soften'.\n",
"similarity: 430.043\n",
"intent: T\n",
"*************\n",
"Sentence: There was plenty of food for everyone .\n",
"q: How is the word 'plenty' being used?\n",
"a: In simple language, it means\n",
"'enough'.\n",
"Sentence: It must have cost plenty .\n",
"q: How is the word 'plenty' being used?\n",
"a: In simple language, it means\n",
"'a lot of money'.\n",
"similarity: 245.095\n",
"intent: F\n",
"*************\n",
"Sentence: A look of triumph .\n",
"q: How is the word 'look' being used?\n",
"a: In simple language, it means\n",
"'expression'.\n",
"Sentence: His look was fixed on her eyes .\n",
"q: How is the word 'look' being used?\n",
"a: In simple language, it means\n",
"'expression'.\n",
"similarity: 541.244\n",
"intent: F\n",
"*************\n",
"Sentence: A recrudescence of racism .\n",
"q: How is the word 'recrudescence' being used?\n",
"a: In simple language, it means\n",
"'a return of something'.\n",
"Sentence: A recrudescence of the symptoms .\n",
"q: How is the word 'recrudescence' being used?\n",
"a: In simple language, it means\n",
"'a return of something'.\n",
"similarity: 395.741\n",
"intent: T\n",
"*************\n",
"Sentence: Most websites contain metadata to tell the computer how to lay the words out on the screen .\n",
"q: How is the word 'metadata' being used?\n",
"a: In simple language, it means\n",
"'information about information'.\n",
"Sentence: A library catalog is metadata because it describes publications .\n",
"q: How is the word 'metadata' being used?\n",
"a: In simple language, it means\n",
"'information about information'.\n",
"similarity: 415.078\n",
"intent: T\n",
"*************\n",
"Sentence: A streak of wildness .\n",
"q: How is the word 'streak' being used?\n",
"a: In simple language, it means\n",
"'a mark'.\n",
"Sentence: He has a stubborn streak .\n",
"q: How is the word 'streak' being used?\n",
"a: In simple language, it means\n",
"'a part of someone's character'.\n",
"similarity: 219.013\n",
"intent: T\n",
"*************\n",
"Sentence: He allowed a month to elapse before beginning the work .\n",
"q: How is the verb 'elapse' being used?\n",
"a: In simple language, it means\n",
"'to pass'.\n",
"Sentence: Several days elapsed before they met again .\n",
"q: How is the verb 'elapse' being used?\n",
"a: In simple language, it means\n",
"'to pass'.\n",
"similarity: 368.156\n",
"intent: T\n",
"*************\n",
"Sentence: He tripled to the rightfield corner .\n",
"q: How is the word 'corner' being used?\n",
"a: In simple language, it means\n",
"'the area of the field where the corner of the outfield is'.\n",
"Sentence: The southeastern corner of the Mediterranean .\n",
"q: How is the word 'corner' being used?\n",
"a: In simple language, it means\n",
"'the area of the Mediterranean Sea'.\n",
"similarity: 48.371\n",
"intent: T\n",
"*************\n",
"Sentence: He is about average in height .\n",
"q: How is the word 'average' being used?\n",
"a: In simple language, it means\n",
"'neither tall nor short'.\n",
"Sentence: The snowfall this month is below average .\n",
"q: How is the word 'average' being used?\n",
"a: In simple language, it means\n",
"'neither high nor low'.\n",
"similarity: 248.563\n",
"intent: T\n",
"*************\n",
"Sentence: On entering a host cell , a virus will start to replicate .\n",
"q: How is the verb 'replicate' being used?\n",
"a: In simple language, it means\n",
"'to make copies of'.\n",
"Sentence: Replicate the cell .\n",
"q: How is the verb 'replicate' being used?\n",
"a: In simple language, it means\n",
"'to make copies of'.\n",
"similarity: 380.89\n",
"intent: T\n",
"*************\n",
"Sentence: She used to wait down at the Dew Drop Inn .\n",
"q: How is the verb 'wait' being used?\n",
"a: In simple language, it means\n",
"'to stay'.\n",
"Sentence: Wait here until your car arrives .\n",
"q: How is the verb 'wait' being used?\n",
"a: In simple language, it means\n",
"'to stay'.\n",
"similarity: 389.931\n",
"intent: F\n",
"*************\n",
"Sentence: They started at the bottom of the hill .\n",
"q: How is the word 'bottom' being used?\n",
"a: In simple language, it means\n",
"'the lowest part'.\n",
"Sentence: They did much of their overseas trade in foreign bottoms .\n",
"q: How is the word 'bottom' being used?\n",
"a: In simple language, it means\n",
"'the part of a ship that is below the waterline'.\n",
"similarity: 256.399\n",
"intent: F\n",
"*************\n",
"Sentence: A straggle of followers .\n",
"q: How is the word 'straggle' being used?\n",
"a: In simple language, it means\n",
"'a group of people who are not organized'.\n",
"Sentence: A straggle of outbuildings .\n",
"q: How is the word 'straggle' being used?\n",
"a: In simple language, it means\n",
"'a group of buildings that are not organized'.\n",
"similarity: 259.27\n",
"intent: T\n",
"*************\n",
"Sentence: In every war there are acts of torture that cause the world to shudder .\n",
"q: How is the word 'torture' being used?\n",
"a: In simple language, it means\n",
"'something that causes pain'.\n",
"Sentence: Using large dogs to attack bound , hand - cuffed prisoners is clearly torture .\n",
"q: How is the word 'torture' being used?\n",
"a: In simple language, it means\n",
"'something that causes pain'.\n",
"similarity: 372.005\n",
"intent: T\n",
"*************\n",
"Sentence: This silly excuse wo n't wash in traffic court .\n",
"q: How is the verb 'wash' being used?\n",
"a: In simple language, it means\n",
"'to clean'.\n",
"Sentence: The cat washes several times a day .\n",
"q: How is the verb 'wash' being used?\n",
"a: In simple language, it means\n",
"'to clean'.\n",
"similarity: 419.23\n",
"intent: F\n",
"*************\n",
"Sentence: I seem to be misunderstood by everyone .\n",
"q: How is the verb 'seem' being used?\n",
"a: In simple language, it means\n",
"'to appear'.\n",
"Sentence: There seems no reason to go ahead with the project now .\n",
"q: How is the verb 'seem' being used?\n",
"a: In simple language, it means\n",
"'to appear'.\n",
"similarity: 360.911\n",
"intent: F\n",
"*************\n",
"Sentence: He 's a truck jockey .\n",
"q: How is the word 'jockey' being used?\n",
"a: In simple language, it means\n",
"'a person who rides on a horse'.\n",
"Sentence: A disc jockey .\n",
"q: How is the word 'jockey' being used?\n",
"a: In simple language, it means\n",
"'a person who plays music on a disc'.\n",
"similarity: 167.831\n",
"intent: T\n",
"*************\n",
"Sentence: Sugar your tea .\n",
"q: How is the verb 'sugar' being used?\n",
"a: In simple language, it means\n",
"'to add sugar to'.\n",
"Sentence: John heavily sugars his coffee .\n",
"q: How is the verb 'sugar' being used?\n",
"a: In simple language, it means\n",
"'to add a lot of sugar to'.\n",
"similarity: 406.182\n",
"intent: T\n",
"*************\n",
"Sentence: Load a car .\n",
"q: How is the verb 'load' being used?\n",
"a: In simple language, it means\n",
"'to put things in a car'.\n",
"Sentence: Load the truck with hay .\n",
"q: How is the verb 'load' being used?\n",
"a: In simple language, it means\n",
"'to put things in a truck'.\n",
"similarity: 329.869\n",
"intent: T\n",
"*************\n",
"Sentence: The neoclassical canon .\n",
"q: How is the word 'canon' being used?\n",
"a: In simple language, it means\n",
"'a set of rules'.\n",
"Sentence: Canons of polite society .\n",
"q: How is the word 'canon' being used?\n",
"a: In simple language, it means\n",
"'a rule'.\n",
"similarity: 238.504\n",
"intent: T\n",
"*************\n",
"Sentence: She only wore that dress to upstage everyone .\n",
"q: How is the verb 'upstage' being used?\n",
"a: In simple language, it means\n",
"'to show off'.\n",
"Sentence: When the dog entered the stage , he upstaged the actress .\n",
"q: How is the verb 'upstage' being used?\n",
"a: In simple language, it means\n",
"'to show off'.\n",
"similarity: 344.212\n",
"intent: T\n",
"*************\n",
"Sentence: This behavior will ruin your chances of winning the election .\n",
"q: How is the verb 'ruin' being used?\n",
"a: In simple language, it means\n",
"'to destroy'.\n",
"Sentence: The country lay ruined after the war .\n",
"q: How is the verb 'ruin' being used?\n",
"a: In simple language, it means\n",
"'to be in a bad condition'.\n",
"similarity: 202.147\n",
"intent: F\n",
"*************\n",
"Sentence: Please modify this letter to make it more polite .\n",
"q: How is the verb 'modify' being used?\n",
"a: In simple language, it means\n",
"'to change'.\n",
"Sentence: He modified his views on same - gender marriage .\n",
"q: How is the verb 'modify' being used?\n",
"a: In simple language, it means\n",
"'to change'.\n",
"similarity: 354.959\n",
"intent: T\n",
"*************\n",
"Sentence: Let loose mines .\n",
"q: How is the verb 'loose' being used?\n",
"a: In simple language, it means\n",
"'to release'.\n",
"Sentence: Loose terrible plagues upon humanity .\n",
"q: How is the verb 'loose' being used?\n",
"a: In simple language, it means\n",
"'to release'.\n",
"similarity: 374.436\n",
"intent: T\n",
"*************\n",
"Sentence: He beat his breast in anger .\n",
"q: How is the word 'breast' being used?\n",
"a: In simple language, it means\n",
"'chest'.\n",
"Sentence: The robin has a red breast .\n",
"q: How is the word 'breast' being used?\n",
"a: In simple language, it means\n",
"'the front part of the body'.\n",
"similarity: 353.804\n",
"intent: T\n",
"*************\n",
"Sentence: An invasion of locusts .\n",
"q: How is the word 'invasion' being used?\n",
"a: In simple language, it means\n",
"'a large number of something'.\n",
"Sentence: An invasion of tourists .\n",
"q: How is the word 'invasion' being used?\n",
"a: In simple language, it means\n",
"'a large number of something'.\n",
"similarity: 372.46\n",
"intent: T\n",
"*************\n",
"Sentence: Wear gloves so your hands stay warm .\n",
"q: How is the verb 'stay' being used?\n",
"a: In simple language, it means\n",
"'remain'.\n",
"Sentence: Stay with me , please .\n",
"q: How is the verb 'stay' being used?\n",
"a: In simple language, it means\n",
"'remain'.\n",
"similarity: 355.923\n",
"intent: T\n",
"*************\n",
"Sentence: Washing dishes is a chore , but we can not just stop eating .\n",
"q: How is the word 'chore' being used?\n",
"a: In simple language, it means\n",
"'a task that is boring or difficult'.\n",
"Sentence: The farmer 's morning chores .\n",
"q: How is the word 'chore' being used?\n",
"a: In simple language, it means\n",
"'a task that is boring or difficult'.\n",
"similarity: 336.433\n",
"intent: T\n",
"*************\n",
"Sentence: Businessmen of every stripe joined in opposition to the proposal .\n",
"q: How is the word 'stripe' being used?\n",
"a: In simple language, it means\n",
"'type'.\n",
"Sentence: They earned their stripes in Kuwait .\n",
"q: How is the word 'stripe' being used?\n",
"a: In simple language, it means\n",
"'a mark on the uniform of a soldier'.\n",
"similarity: 118.264\n",
"intent: F\n",
"*************\n",
"Sentence: He was a familiar sight on the television .\n",
"q: How is the word 'sight' being used?\n",
"a: In simple language, it means\n",
"'a person who is seen often'.\n",
"Sentence: They went to Paris to see the sights .\n",
"q: How is the word 'sight' being used?\n",
"a: In simple language, it means\n",
"'a place of interest'.\n",
"similarity: 148.444\n",
"intent: T\n",
"*************\n",
"Sentence: Here 's a good potluck of beans and stew .\n",
"q: How is the word 'potluck' being used?\n",
"a: In simple language, it means\n",
"'a meal where everyone brings a dish'.\n",
"Sentence: Having arrived unannounced we had to take potluck .\n",
"q: How is the word 'potluck' being used?\n",
"a: In simple language, it means\n",
"'to accept whatever is available'.\n",
"similarity: 99.626\n",
"intent: T\n",
"*************\n",
"Sentence: You need to push quite hard to get this door open .\n",
"q: How is the verb 'push' being used?\n",
"a: In simple language, it means\n",
"'to move with force'.\n",
"Sentence: Nora pushed through the crowd .\n",
"q: How is the verb 'push' being used?\n",
"a: In simple language, it means\n",
"'to move with force'.\n",
"similarity: 362.562\n",
"intent: T\n",
"*************\n",
"Sentence: He was driving his car like a nut .\n",
"q: How is the word 'nut' being used?\n",
"a: In simple language, it means\n",
"'crazy'.\n",
"Sentence: I kicked him in the nuts .\n",
"q: How is the word 'nut' being used?\n",
"a: In simple language, it means\n",
"'testicles'.\n",
"similarity: 218.575\n",
"intent: F\n",
"*************\n",
"Sentence: Our children share a love of music .\n",
"q: How is the verb 'share' being used?\n",
"a: In simple language, it means\n",
"'to have a part of'.\n",
"Sentence: The two countries share a long border .\n",
"q: How is the verb 'share' being used?\n",
"a: In simple language, it means\n",
"'to have a part of'.\n",
"similarity: 310.45\n",
"intent: T\n",
"*************\n",
"Sentence: Children must develop a sense of right and wrong .\n",
"q: How is the verb 'develop' being used?\n",
"a: In simple language, it means\n",
"'to grow'.\n",
"Sentence: We have developed a new theory of evolution .\n",
"q: How is the verb 'develop' being used?\n",
"a: In simple language, it means\n",
"'to create'.\n",
"similarity: 247.706\n",
"intent: F\n",
"*************\n",
"Sentence: The force required to compress a spring varies linearly with the displacement .\n",
"q: How is the verb 'compress' being used?\n",
"a: In simple language, it means\n",
"'to reduce the size of'.\n",
"Sentence: She compressed her lips .\n",
"q: How is the verb 'compress' being used?\n",
"a: In simple language, it means\n",
"'to press together'.\n",
"similarity: 187.834\n",
"intent: T\n",
"*************\n",
"Sentence: He used pressure to stop the bleeding .\n",
"q: How is the word 'pressure' being used?\n",
"a: In simple language, it means\n",
"'force'.\n",
"Sentence: The sensitivity of his skin to pressure and temperature was normal .\n",
"q: How is the word 'pressure' being used?\n",
"a: In simple language, it means\n",
"'touch'.\n",
"similarity: 241.551\n",
"intent: F\n",
"*************\n",
"Sentence: I love French food .\n",
"q: How is the verb 'love' being used?\n",
"a: In simple language, it means\n",
"'to like'.\n",
"Sentence: I loved to write .\n",
"q: How is the verb 'love' being used?\n",
"a: In simple language, it means\n",
"'to like'.\n",
"similarity: 421.665\n",
"intent: T\n",
"*************\n",
"Sentence: Strike an arc .\n",
"q: How is the verb 'strike' being used?\n",
"a: In simple language, it means\n",
"'to create'.\n",
"Sentence: The clock struck midnight .\n",
"q: How is the verb 'strike' being used?\n",
"a: In simple language, it means\n",
"'to hit'.\n",
"similarity: 194.547\n",
"intent: F\n",
"*************\n",
"Sentence: He 's a shtik crazy .\n",
"q: How is the word 'shtik' being used?\n",
"a: In simple language, it means\n",
"'a crazy person'.\n",
"Sentence: How did you ever fall for a shtik like that ?\n",
"q: How is the word 'shtik' being used?\n",
"a: In simple language, it means\n",
"'a crazy person'.\n",
"similarity: 398.144\n",
"intent: F\n",
"*************\n",
"Sentence: She felt a tremor in her stomach before going on stage .\n",
"q: How is the word 'tremor' being used?\n",
"a: In simple language, it means\n",
"'a slight shaking'.\n",
"Sentence: Did you feel the tremor this morning ?\n",
"q: How is the word 'tremor' being used?\n",
"a: In simple language, it means\n",
"'a slight shaking'.\n",
"similarity: 456.655\n",
"intent: F\n",
"*************\n",
"Sentence: Let 's not whitewash the crimes of Stalin .\n",
"q: How is the verb 'whitewash' being used?\n",
"a: In simple language, it means\n",
"'to conceal'.\n",
"Sentence: In his sermon , the minister did n't try to whitewash over the sins of his church .\n",
"q: How is the verb 'whitewash' being used?\n",
"a: In simple language, it means\n",
"'to conceal'.\n",
"similarity: 385.35\n",
"intent: F\n",
"*************\n",
"Sentence: Her glasses left marks on the bridge of her nose .\n",
"q: How is the word 'bridge' being used?\n",
"a: In simple language, it means\n",
"'the part of the nose that sticks out'.\n",
"Sentence: Rugby players often break the bridge of their noses .\n",
"q: How is the word 'bridge' being used?\n",
"a: In simple language, it means\n",
"'the part of the nose that sticks out'.\n",
"similarity: 264.451\n",
"intent: T\n",
"*************\n",
"Sentence: Elizabethan schoolboys were taught adoxography , the art of eruditely praising worthless things .\n",
"q: How is the word 'adoxography' being used?\n",
"a: In simple language, it means\n",
"'the art of eruditely praising worthless things'.\n",
"Sentence: Adoxography is particularly useful to lawyers .\n",
"q: How is the word 'adoxography' being used?\n",
"a: In simple language, it means\n",
"'the art of eruditely praising worthless things'.\n",
"similarity: 405.882\n",
"intent: T\n",
"*************\n",
"Sentence: She twirled the knife through her fingers with impressive dexterity .\n",
"q: How is the word 'dexterity' being used?\n",
"a: In simple language, it means\n",
"'skill'.\n",
"Sentence: Playing computer games can improve your manual dexterity .\n",
"q: How is the word 'dexterity' being used?\n",
"a: In simple language, it means\n",
"'skill'.\n",
"similarity: 459.335\n",
"intent: T\n",
"*************\n",
"Sentence: People do that sort of thing every day , without ever stopping to reflect on the consequences .\n",
"q: How is the verb 'reflect' being used?\n",
"a: In simple language, it means\n",
"'to think'.\n",
"Sentence: The teacher 's ability reflects well on the school .\n",
"q: How is the verb 'reflect' being used?\n",
"a: In simple language, it means\n",
"'to show'.\n",
"similarity: 227.53\n",
"intent: F\n",
"*************\n",
"Sentence: The city has an excellent natural harbour .\n",
"q: How is the word 'harbour' being used?\n",
"a: In simple language, it means\n",
"'a place where ships can dock'.\n",
"Sentence: The neighbourhood is a well - known harbour for petty thieves .\n",
"q: How is the word 'harbour' being used?\n",
"a: In simple language, it means\n",
"'a place where criminals can hide'.\n",
"similarity: 187.281\n",
"intent: F\n",
"*************\n",
"Sentence: Absorb the costs for something .\n",
"q: How is the verb 'absorb' being used?\n",
"a: In simple language, it means\n",
"'to take in'.\n",
"Sentence: He absorbed the knowledge or beliefs of his tribe .\n",
"q: How is the verb 'absorb' being used?\n",
"a: In simple language, it means\n",
"'to take in'.\n",
"similarity: 321.619\n",
"intent: F\n",
"*************\n",
"Sentence: The round of the seasons .\n",
"q: How is the word 'round' being used?\n",
"a: In simple language, it means\n",
"'a period of time'.\n",
"Sentence: The postman 's rounds .\n",
"q: How is the word 'round' being used?\n",
"a: In simple language, it means\n",
"'a regular route'.\n",
"similarity: 142.985\n",
"intent: F\n",
"*************\n",
"Sentence: Printing at higher resolution will cause a reduction in performance .\n",
"q: How is the word 'resolution' being used?\n",
"a: In simple language, it means\n",
"'the quality of the image'.\n",
"Sentence: They never did achieve a final resolution of their differences .\n",
"q: How is the word 'resolution' being used?\n",
"a: In simple language, it means\n",
"'the end of a problem'.\n",
"similarity: 33.735\n",
"intent: F\n",
"*************\n",
"Sentence: I applaud your efforts .\n",
"q: How is the verb 'applaud' being used?\n",
"a: In simple language, it means\n",
"'to praise'.\n",
"Sentence: Although we do n't like your methods , we applaud your motives .\n",
"q: How is the verb 'applaud' being used?\n",
"a: In simple language, it means\n",
"'to praise'.\n",
"similarity: 390.185\n",
"intent: T\n",
"*************\n",
"Sentence: The trailer for that movie makes it seem like it would be fun .\n",
"q: How is the word 'trailer' being used?\n",
"a: In simple language, it means\n",
"'a short advertisement for a movie'.\n",
"Sentence: At the end of the day , we put the snowmobiles back on the trailer .\n",
"q: How is the word 'trailer' being used?\n",
"a: In simple language, it means\n",
"'a vehicle that is pulled by a truck'.\n",
"similarity: 151.266\n",
"intent: F\n",
"*************\n",
"Sentence: Guests should never be late to a dinner party .\n",
"q: How is the word 'dinner' being used?\n",
"a: In simple language, it means\n",
"'a formal meal'.\n",
"Sentence: On Sundays they had a large dinner when they returned from church .\n",
"q: How is the word 'dinner' being used?\n",
"a: In simple language, it means\n",
"'a meal'.\n",
"similarity: 274.14\n",
"intent: F\n",
"*************\n",
"Sentence: A growth of hair .\n",
"q: How is the word 'growth' being used?\n",
"a: In simple language, it means\n",
"'a collection of things'.\n",
"Sentence: The growth of culture .\n",
"q: How is the word 'growth' being used?\n",
"a: In simple language, it means\n",
"'a collection of things'.\n",
"similarity: 320.889\n",
"intent: F\n",
"*************\n",
"Sentence: The buzz of excitement was so great that a formal denial was issued .\n",
"q: How is the word 'buzz' being used?\n",
"a: In simple language, it means\n",
"'a lot of noise'.\n",
"Sentence: The buzz of a bumble bee .\n",
"q: How is the word 'buzz' being used?\n",
"a: In simple language, it means\n",
"'a sound'.\n",
"similarity: 182.939\n",
"intent: F\n",
"*************\n",
"Sentence: In the old days a policeman walked a beat and knew all his people by name .\n",
"q: How is the word 'beat' being used?\n",
"a: In simple language, it means\n",
"'a regular route'.\n",
"Sentence: A beat of the heart .\n",
"q: How is the word 'beat' being used?\n",
"a: In simple language, it means\n",
"'a single pulse of the heart'.\n",
"similarity: 110.571\n",
"intent: F\n",
"*************\n",
"Sentence: The computer had a desktop footprint of 10 by 16 inches .\n",
"q: How is the word 'footprint' being used?\n",
"a: In simple language, it means\n",
"'the area covered by something'.\n",
"Sentence: The footprints of an earlier civilization .\n",
"q: How is the word 'footprint' being used?\n",
"a: In simple language, it means\n",
"'the marks left by someone or something'.\n",
"similarity: 238.693\n",
"intent: F\n",
"*************\n",
"Sentence: He came out of nowhere .\n",
"q: How is the word 'nowhere' being used?\n",
"a: In simple language, it means\n",
"'somewhere that is not known'.\n",
"Sentence: They went on a cruise to nowhere .\n",
"q: How is the word 'nowhere' being used?\n",
"a: In simple language, it means\n",
"'somewhere that is not known'.\n",
"similarity: 302.851\n",
"intent: T\n",
"*************\n",
"Sentence: A mince of mushrooms .\n",
"q: How is the word 'mince' being used?\n",
"a: In simple language, it means\n",
"'a small amount'.\n",
"Sentence: Mince tastes really good fried in a pan with some chopped onion and tomato .\n",
"q: How is the word 'mince' being used?\n",
"a: In simple language, it means\n",
"'to cut into small pieces'.\n",
"similarity: 189.604\n",
"intent: T\n",
"*************\n",
"Sentence: Militarize the Civil Service .\n",
"q: How is the verb 'militarize' being used?\n",
"a: In simple language, it means\n",
"'to make military'.\n",
"Sentence: Militarize Germany again after the war .\n",
"q: How is the verb 'militarize' being used?\n",
"a: In simple language, it means\n",
"'to make military'.\n",
"similarity: 478.655\n",
"intent: F\n",
"*************\n",
"Sentence: The intention of this legislation is to boost the economy .\n",
"q: How is the word 'intention' being used?\n",
"a: In simple language, it means\n",
"'the purpose'.\n",
"Sentence: Good intentions are not enough .\n",
"q: How is the word 'intention' being used?\n",
"a: In simple language, it means\n",
"'the purpose'.\n",
"similarity: 408.268\n",
"intent: T\n",
"*************\n",
"Sentence: Submerge your head completely .\n",
"q: How is the verb 'submerge' being used?\n",
"a: In simple language, it means\n",
"'to put something under water'.\n",
"Sentence: The submarine submerged in the water .\n",
"q: How is the verb 'submerge' being used?\n",
"a: In simple language, it means\n",
"'to put something under water'.\n",
"similarity: 366.411\n",
"intent: F\n",
"*************\n",
"Sentence: I watch these movies because they amuse me .\n",
"q: How is the verb 'amuse' being used?\n",
"a: In simple language, it means\n",
"'to entertain'.\n",
"Sentence: The clown amused the children .\n",
"q: How is the verb 'amuse' being used?\n",
"a: In simple language, it means\n",
"'to entertain'.\n",
"similarity: 378.145\n",
"intent: T\n",
"*************\n",
"Sentence: Calibrate a gun .\n",
"q: How is the verb 'calibrate' being used?\n",
"a: In simple language, it means\n",
"'to adjust'.\n",
"Sentence: He calibrated the thermometer for the Celsius scale .\n",
"q: How is the verb 'calibrate' being used?\n",
"a: In simple language, it means\n",
"'to adjust'.\n",
"similarity: 409.545\n",
"intent: F\n",
"*************\n",
"Sentence: A danger to all races over the whole circumference of the globe .\n",
"q: How is the word 'circumference' being used?\n",
"a: In simple language, it means\n",
"'the edge of something'.\n",
"Sentence: He had walked the full circumference of his land .\n",
"q: How is the word 'circumference' being used?\n",
"a: In simple language, it means\n",
"'the edge of something'.\n",
"similarity: 335.142\n",
"intent: T\n",
"*************\n",
"Sentence: Tap a keg of beer .\n",
"q: How is the verb 'tap' being used?\n",
"a: In simple language, it means\n",
"'to open a keg of beer'.\n",
"Sentence: Tap a maple tree for its syrup .\n",
"q: How is the verb 'tap' being used?\n",
"a: In simple language, it means\n",
"'to take the syrup from a maple tree'.\n",
"similarity: 171.657\n",
"intent: T\n",
"*************\n",
"Sentence: We opened a new branch in London .\n",
"q: How is the word 'branch' being used?\n",
"a: In simple language, it means\n",
"'a part of a company'.\n",
"Sentence: Our main branch is downtown .\n",
"q: How is the word 'branch' being used?\n",
"a: In simple language, it means\n",
"'a part of a company'.\n",
"similarity: 365.14\n",
"intent: T\n",
"*************\n",
"Sentence: This proves beyond peradventure that he is innocent .\n",
"q: How is the word 'peradventure' being used?\n",
"a: In simple language, it means\n",
"'perhaps'.\n",
"Sentence: Proved beyond peradventure . — South .\n",
"q: How is the word 'peradventure' being used?\n",
"a: In simple language, it means\n",
"'perhaps'.\n",
"similarity: 429.42\n",
"intent: T\n",
"*************\n",
"Sentence: My horse was several lengths behind at the finish .\n",
"q: How is the word 'finish' being used?\n",
"a: In simple language, it means\n",
"'the end'.\n",
"Sentence: The winner is the team with the most points at the finish .\n",
"q: How is the word 'finish' being used?\n",
"a: In simple language, it means\n",
"'the end'.\n",
"similarity: 289.612\n",
"intent: T\n",
"*************\n",
"Sentence: The kick must be synchronized with the arm movements .\n",
"q: How is the word 'kick' being used?\n",
"a: In simple language, it means\n",
"'a movement of the leg'.\n",
"Sentence: A sidecar is a smooth drink but it has a powerful kick .\n",
"q: How is the word 'kick' being used?\n",
"a: In simple language, it means\n",
"'a strong taste'.\n",
"similarity: 100.278\n",
"intent: F\n",
"*************\n",
"Sentence: He was given a month to pay the bill .\n",
"q: How is the word 'month' being used?\n",
"a: In simple language, it means\n",
"'a period of time'.\n",
"Sentence: We went on holiday for two months .\n",
"q: How is the word 'month' being used?\n",
"a: In simple language, it means\n",
"'a period of time'.\n",
"similarity: 285.481\n",
"intent: T\n",
"*************\n",
"Sentence: Sculpture in contradistinction to painting .\n",
"q: How is the word 'contradistinction' being used?\n",
"a: In simple language, it means\n",
"'a comparison'.\n",
"Sentence: We used hamburgers and soda in contradistinction to healthy food .\n",
"q: How is the word 'contradistinction' being used?\n",
"a: In simple language, it means\n",
"'a comparison'.\n",
"similarity: 469.594\n",
"intent: T\n",
"*************\n",
"Sentence: Remove a wrapper .\n",
"q: How is the verb 'remove' being used?\n",
"a: In simple language, it means\n",
"'to take off'.\n",
"Sentence: The President removed many postmasters .\n",
"q: How is the verb 'remove' being used?\n",
"a: In simple language, it means\n",
"'to remove'.\n",
"similarity: 257.131\n",
"intent: F\n",
"*************\n",
"Sentence: You can crash here , though it 's not very comfortable .\n",
"q: How is the verb 'crash' being used?\n",
"a: In simple language, it means\n",
"'to sleep'.\n",
"Sentence: The terrorists crashed the plane into the palace .\n",
"q: How is the verb 'crash' being used?\n",
"a: In simple language, it means\n",
"'to destroy'.\n",
"similarity: 163.143\n",
"intent: F\n",
"*************\n",
"Sentence: The weather system of the Pacific is determined by the uninterrupted smoothness of the ocean .\n",
"q: How is the word 'smoothness' being used?\n",
"a: In simple language, it means\n",
"'calmness'.\n",
"Sentence: His oily smoothness concealed his guilt from the police .\n",
"q: How is the word 'smoothness' being used?\n",
"a: In simple language, it means\n",
"'shamelessness'.\n",
"similarity: 115.059\n",
"intent: F\n",
"*************\n",
"Sentence: There was an art exhibition on in the town hall .\n",
"q: How is the word 'exhibition' being used?\n",
"a: In simple language, it means\n",
"'a display of art'.\n",
"Sentence: A boat exhibition .\n",
"q: How is the word 'exhibition' being used?\n",
"a: In simple language, it means\n",
"'a display of boats'.\n",
"similarity: 295.556\n",
"intent: T\n",
"*************\n",
"Sentence: Cloister the garden .\n",
"q: How is the verb 'cloister' being used?\n",
"a: In simple language, it means\n",
"'to enclose'.\n",
"Sentence: She cloistered herself in the office .\n",
"q: How is the verb 'cloister' being used?\n",
"a: In simple language, it means\n",
"'to seclude'.\n",
"similarity: 271.614\n",
"intent: F\n",
"*************\n",
"Sentence: He made a great maneuver .\n",
"q: How is the word 'maneuver' being used?\n",
"a: In simple language, it means\n",
"'a clever or skillful action'.\n",
"Sentence: Parallel parking can be a difficult maneuver .\n",
"q: How is the word 'maneuver' being used?\n",
"a: In simple language, it means\n",
"'a clever or skillful action'.\n",
"similarity: 353.391\n",
"intent: T\n",
"*************\n",
"Sentence: The house was a mess .\n",
"q: How is the word 'mess' being used?\n",
"a: In simple language, it means\n",
"'a dirty place'.\n",
"Sentence: My boss dumped a whole mess of projects on my desk today .\n",
"q: How is the word 'mess' being used?\n",
"a: In simple language, it means\n",
"'a large amount of something'.\n",
"similarity: 163.44\n",
"intent: F\n",
"*************\n",
"Sentence: Burn a CD .\n",
"q: How is the verb 'burn' being used?\n",
"a: In simple language, it means\n",
"'to create a CD'.\n",
"Sentence: My eyes are burning .\n",
"q: How is the verb 'burn' being used?\n",
"a: In simple language, it means\n",
"'to feel pain'.\n",
"similarity: 85.499\n",
"intent: F\n",
"*************\n",
"Sentence: Even the pitcher does n't know where his knuckleball is going .\n",
"q: How is the word 'knuckleball' being used?\n",
"a: In simple language, it means\n",
"'a ball that moves in an unpredictable way'.\n",
"Sentence: Boston Red Sox pitcher Tim Wakefield is best known for his use of the knuckleball .\n",
"q: How is the word 'knuckleball' being used?\n",
"a: In simple language, it means\n",
"'a ball that moves in an unpredictable way'.\n",
"similarity: 329.336\n",
"intent: T\n",
"*************\n",
"Sentence: Map the genes .\n",
"q: How is the verb 'map' being used?\n",
"a: In simple language, it means\n",
"'to locate'.\n",
"Sentence: Map the surface of Venus .\n",
"q: How is the verb 'map' being used?\n",
"a: In simple language, it means\n",
"'to locate'.\n",
"similarity: 436.035\n",
"intent: F\n",
"*************\n",
"Sentence: Mandate a colony .\n",
"q: How is the verb 'mandate' being used?\n",
"a: In simple language, it means\n",
"'to order'.\n",
"Sentence: The new director of the school board mandated regular tests .\n",
"q: How is the verb 'mandate' being used?\n",
"a: In simple language, it means\n",
"'to order'.\n",
"similarity: 391.402\n",
"intent: F\n",
"*************\n",
"Sentence: They did n't have much in the way of clothing .\n",
"q: How is the word 'way' being used?\n",
"a: In simple language, it means\n",
"'a lot of something'.\n",
"Sentence: We went our separate ways .\n",
"q: How is the word 'way' being used?\n",
"a: In simple language, it means\n",
"'in different directions'.\n",
"similarity: 116.13\n",
"intent: F\n",
"*************\n",
"Sentence: To shock rye .\n",
"q: How is the verb 'shock' being used?\n",
"a: In simple language, it means\n",
"'to surprise'.\n",
"Sentence: Shock grain .\n",
"q: How is the verb 'shock' being used?\n",
"a: In simple language, it means\n",
"'to surprise'.\n",
"similarity: 395.607\n",
"intent: T\n",
"*************\n",
"Sentence: A generous tipper .\n",
"q: How is the word 'tipper' being used?\n",
"a: In simple language, it means\n",
"'a person who tips'.\n",
"Sentence: The Americans are among the most generous tippers in the world .\n",
"q: How is the word 'tipper' being used?\n",
"a: In simple language, it means\n",
"'a person who tips'.\n",
"similarity: 421.469\n",
"intent: T\n",
"*************\n",
"Sentence: It will avail them to dispose of their booty .\n",
"q: How is the verb 'avail' being used?\n",
"a: In simple language, it means\n",
"'to help'.\n",
"Sentence: He availed himself of the available resources .\n",
"q: How is the verb 'avail' being used?\n",
"a: In simple language, it means\n",
"'to make use of'.\n",
"similarity: 215.275\n",
"intent: F\n",
"*************\n",
"Sentence: The politician wore a bright yellow button with the slogan \" Vote Smart \" emblazoned on it .\n",
"q: How is the word 'button' being used?\n",
"a: In simple language, it means\n",
"'a small piece of clothing'.\n",
"Sentence: They passed out campaign buttons for their candidate .\n",
"q: How is the word 'button' being used?\n",
"a: In simple language, it means\n",
"'a small piece of clothing'.\n",
"similarity: 350.798\n",
"intent: T\n",
"*************\n",
"Sentence: The annual crop of students brings many new ideas .\n",
"q: How is the word 'crop' being used?\n",
"a: In simple language, it means\n",
"'a large number of people'.\n",
"Sentence: The latest crop of fashions is about to hit the stores .\n",
"q: How is the word 'crop' being used?\n",
"a: In simple language, it means\n",
"'a large number of things'.\n",
"similarity: 249.303\n",
"intent: F\n",
"*************\n",
"Sentence: Boot your computer .\n",
"q: How is the verb 'boot' being used?\n",
"a: In simple language, it means\n",
"'start'.\n",
"Sentence: When arriving at the office , first thing I do is booting my machine .\n",
"q: How is the verb 'boot' being used?\n",
"a: In simple language, it means\n",
"'start'.\n",
"similarity: 466.307\n",
"intent: T\n",
"*************\n",
"Sentence: The policeman waited for a heartbeat in vain .\n",
"q: How is the word 'heartbeat' being used?\n",
"a: In simple language, it means\n",
"'a short period of time'.\n",
"Sentence: He alone gives me such heartbeats .\n",
"q: How is the word 'heartbeat' being used?\n",
"a: In simple language, it means\n",
"'a feeling of excitement'.\n",
"similarity: 143.096\n",
"intent: T\n",
"*************\n",
"Sentence: Time seems to drag when you 're waiting for a bus .\n",
"q: How is the verb 'drag' being used?\n",
"a: In simple language, it means\n",
"'to move slowly'.\n",
"Sentence: The speech dragged on for two hours .\n",
"q: How is the verb 'drag' being used?\n",
"a: In simple language, it means\n",
"'to continue'.\n",
"similarity: 149.336\n",
"intent: F\n",
"*************\n",
"Sentence: Chisel the marble .\n",
"q: How is the verb 'chisel' being used?\n",
"a: In simple language, it means\n",
"'to carve'.\n",
"Sentence: Who 's chiseling on the side ?\n",
"q: How is the verb 'chisel' being used?\n",
"a: In simple language, it means\n",
"'to cheat'.\n",
"similarity: 246.454\n",
"intent: F\n",
"*************\n",
"Sentence: One aspect of Waterloo has not yet been treated in the literature .\n",
"q: How is the word 'literature' being used?\n",
"a: In simple language, it means\n",
"'books'.\n",
"Sentence: The technical literature .\n",
"q: How is the word 'literature' being used?\n",
"a: In simple language, it means\n",
"'books'.\n",
"similarity: 475.001\n",
"intent: T\n",
"*************\n",
"Sentence: Martin 's snatch at the bridle failed and the horse raced away .\n",
"q: How is the word 'snatch' being used?\n",
"a: In simple language, it means\n",
"'a quick attempt'.\n",
"Sentence: Overheard snatches of their conversation .\n",
"q: How is the word 'snatch' being used?\n",
"a: In simple language, it means\n",
"'a part of a conversation'.\n",
"similarity: 192.887\n",
"intent: F\n",
"*************\n",
"Sentence: There are drugs designed to excite certain nerves in our body .\n",
"q: How is the verb 'excite' being used?\n",
"a: In simple language, it means\n",
"'to stimulate'.\n",
"Sentence: Excite the audience .\n",
"q: How is the verb 'excite' being used?\n",
"a: In simple language, it means\n",
"'to stimulate'.\n",
"similarity: 413.854\n",
"intent: T\n",
"*************\n",
"Sentence: The entire building complained about the noise .\n",
"q: How is the word 'building' being used?\n",
"a: In simple language, it means\n",
"'a structure'.\n",
"Sentence: The building of the bridge will be completed in a couple of weeks .\n",
"q: How is the word 'building' being used?\n",
"a: In simple language, it means\n",
"'the construction of the bridge'.\n",
"similarity: 222.495\n",
"intent: F\n",
"*************\n",
"Sentence: Scallop the hem of the dress .\n",
"q: How is the verb 'scallop' being used?\n",
"a: In simple language, it means\n",
"'to decorate'.\n",
"Sentence: Scallop the meat .\n",
"q: How is the verb 'scallop' being used?\n",
"a: In simple language, it means\n",
"'to cut into small pieces'.\n",
"similarity: 187.405\n",
"intent: F\n",
"*************\n",
"Sentence: Scientists often can not date precisely archeological or prehistorical findings .\n",
"q: How is the verb 'date' being used?\n",
"a: In simple language, it means\n",
"'to determine the age of'.\n",
"Sentence: To date the building of the pyramids .\n",
"q: How is the verb 'date' being used?\n",
"a: In simple language, it means\n",
"'to determine the age of'.\n",
"similarity: 370.93\n",
"intent: T\n",
"*************\n",
"Sentence: They had a bitter exchange .\n",
"q: How is the word 'exchange' being used?\n",
"a: In simple language, it means\n",
"'a discussion'.\n",
"Sentence: An exchange of cattle for grain .\n",
"q: How is the word 'exchange' being used?\n",
"a: In simple language, it means\n",
"'a trade'.\n",
"similarity: 220.734\n",
"intent: F\n",
"*************\n",
"Sentence: It was an apology for a meal .\n",
"q: How is the word 'apology' being used?\n",
"a: In simple language, it means\n",
"'a meal that is not very good'.\n",
"Sentence: The Apology of Socrates .\n",
"q: How is the word 'apology' being used?\n",
"a: In simple language, it means\n",
"'a speech in which you say you are sorry for something'.\n",
"similarity: 154.618\n",
"intent: F\n",
"*************\n",
"Sentence: She led a low spade .\n",
"q: How is the word 'spade' being used?\n",
"a: In simple language, it means\n",
"'a card in a card game'.\n",
"Sentence: Spades were trumps .\n",
"q: How is the word 'spade' being used?\n",
"a: In simple language, it means\n",
"'a card in a card game'.\n",
"similarity: 330.428\n",
"intent: T\n",
"*************\n",
"Sentence: She loves to stay at home and cocoon .\n",
"q: How is the verb 'cocoon' being used?\n",
"a: In simple language, it means\n",
"'to stay at home and relax'.\n",
"Sentence: Families cocoon around the T.V. set most evenings .\n",
"q: How is the verb 'cocoon' being used?\n",
"a: In simple language, it means\n",
"'to stay at home and relax'.\n",
"similarity: 345.181\n",
"intent: T\n",
"*************\n",
"Sentence: Build up confidence .\n",
"q: How is the verb 'build' being used?\n",
"a: In simple language, it means\n",
"'to increase'.\n",
"Sentence: They had to build up their fortress to protect against attack .\n",
"q: How is the verb 'build' being used?\n",
"a: In simple language, it means\n",
"'to increase'.\n",
"similarity: 383.896\n",
"intent: T\n",
"*************\n",
"Sentence: Winterize cars .\n",
"q: How is the verb 'winterize' being used?\n",
"a: In simple language, it means\n",
"'to prepare for winter'.\n",
"Sentence: Winterize your houses .\n",
"q: How is the verb 'winterize' being used?\n",
"a: In simple language, it means\n",
"'to prepare for winter'.\n",
"similarity: 357.487\n",
"intent: T\n",
"*************\n",
"Sentence: He got his wish .\n",
"q: How is the word 'wish' being used?\n",
"a: In simple language, it means\n",
"'a desire'.\n",
"Sentence: My best wishes .\n",
"q: How is the word 'wish' being used?\n",
"a: In simple language, it means\n",
"'a hope'.\n",
"similarity: 321.209\n",
"intent: F\n",
"*************\n",
"Sentence: Her reinstatement to her former office followed quickly .\n",
"q: How is the word 'reinstatement' being used?\n",
"a: In simple language, it means\n",
"'a return to a former position'.\n",
"Sentence: Many people are unhappy with the sacking of the chief constable and demand his immediate reinstatement .\n",
"q: How is the word 'reinstatement' being used?\n",
"a: In simple language, it means\n",
"'a return to a former position'.\n",
"similarity: 337.65\n",
"intent: F\n",
"*************\n",
"Sentence: Put a little baking soda in some vinegar and watch what happens .\n",
"q: How is the verb 'watch' being used?\n",
"a: In simple language, it means\n",
"'to observe'.\n",
"Sentence: The world is watching Sarajevo .\n",
"q: How is the verb 'watch' being used?\n",
"a: In simple language, it means\n",
"'to observe'.\n",
"similarity: 369.329\n",
"intent: F\n",
"*************\n",
"Sentence: He gave a speech as part of his installation into the hall of fame .\n",
"q: How is the word 'installation' being used?\n",
"a: In simple language, it means\n",
"'a ceremony'.\n",
"Sentence: The telephone installation took only a few minutes .\n",
"q: How is the word 'installation' being used?\n",
"a: In simple language, it means\n",
"'the process of installing something'.\n",
"similarity: 145.752\n",
"intent: F\n",
"*************\n",
"Sentence: She can not conceive .\n",
"q: How is the verb 'conceive' being used?\n",
"a: In simple language, it means\n",
"'to understand'.\n",
"Sentence: Assisted procreation can help those trying to conceive .\n",
"q: How is the verb 'conceive' being used?\n",
"a: In simple language, it means\n",
"'to understand'.\n",
"similarity: 353.833\n",
"intent: T\n",
"*************\n",
"Sentence: He could not touch the meaning of the poem .\n",
"q: How is the verb 'touch' being used?\n",
"a: In simple language, it means\n",
"'understand'.\n",
"Sentence: Helen Keller felt the physical world by touching people and objects around her .\n",
"q: How is the verb 'touch' being used?\n",
"a: In simple language, it means\n",
"'to feel'.\n",
"similarity: 205.198\n",
"intent: F\n",
"*************\n",
"Sentence: Percolate coffee .\n",
"q: How is the verb 'percolate' being used?\n",
"a: In simple language, it means\n",
"'to filter'.\n",
"Sentence: I 'll percolate some coffee .\n",
"q: How is the verb 'percolate' being used?\n",
"a: In simple language, it means\n",
"'to filter'.\n",
"similarity: 433.72\n",
"intent: T\n",
"*************\n",
"Sentence: When England defeated Pakistan it ended a ten - year drought .\n",
"q: How is the word 'drought' being used?\n",
"a: In simple language, it means\n",
"'a long period of time without rain'.\n",
"Sentence: Farmers most affected by the drought hope that there may yet be sufficient rain early in the growing season .\n",
"q: How is the word 'drought' being used?\n",
"a: In simple language, it means\n",
"'a long period of time without rain'.\n",
"similarity: 292.71\n",
"intent: F\n",
"*************\n",
"Sentence: Excite the neurons .\n",
"q: How is the verb 'excite' being used?\n",
"a: In simple language, it means\n",
"'to stimulate'.\n",
"Sentence: The fireworks which opened the festivities excited anyone present .\n",
"q: How is the verb 'excite' being used?\n",
"a: In simple language, it means\n",
"'to stimulate'.\n",
"similarity: 413.285\n",
"intent: F\n",
"*************\n",
"Sentence: A zipper pull .\n",
"q: How is the word 'pull' being used?\n",
"a: In simple language, it means\n",
"'a small piece of metal or plastic that is used to pull a zipper'.\n",
"Sentence: He grabbed the pull and opened the drawer .\n",
"q: How is the word 'pull' being used?\n",
"a: In simple language, it means\n",
"'a small piece of metal or plastic that is used to pull a zipper'.\n",
"similarity: 297.222\n",
"intent: T\n",
"*************\n",
"Sentence: A fight broke out at the hockey game .\n",
"q: How is the word 'fight' being used?\n",
"a: In simple language, it means\n",
"'a physical fight'.\n",
"Sentence: There were fights in the streets .\n",
"q: How is the word 'fight' being used?\n",
"a: In simple language, it means\n",
"'a physical fight'.\n",
"similarity: 468.443\n",
"intent: T\n",
"*************\n",
"Sentence: He experimented on a particular breed of white rats .\n",
"q: How is the word 'breed' being used?\n",
"a: In simple language, it means\n",
"'a type of animal'.\n",
"Sentence: A breed of animal .\n",
"q: How is the word 'breed' being used?\n",
"a: In simple language, it means\n",
"'a type of animal'.\n",
"similarity: 371.421\n",
"intent: T\n",
"*************\n",
"Sentence: His thinking was in the American mainstream .\n",
"q: How is the word 'mainstream' being used?\n",
"a: In simple language, it means\n",
"'the most common way of thinking'.\n",
"Sentence: His ideas were well outside the mainstream , but he presented them intelligently , and we were impressed if not convinced .\n",
"q: How is the word 'mainstream' being used?\n",
"a: In simple language, it means\n",
"'the most common way of thinking'.\n",
"similarity: 303.675\n",
"intent: T\n",
"*************\n",
"Sentence: There 's no help for it .\n",
"q: How is the word 'help' being used?\n",
"a: In simple language, it means\n",
"'assistance'.\n",
"Sentence: I need some help with my homework .\n",
"q: How is the word 'help' being used?\n",
"a: In simple language, it means\n",
"'assistance'.\n",
"similarity: 381.751\n",
"intent: F\n",
"*************\n",
"Sentence: English is a cognate of Greek , German , Russian and Persian .\n",
"q: How is the word 'cognate' being used?\n",
"a: In simple language, it means\n",
"'having a common origin'.\n",
"Sentence: English and , Russian , Icelandic and Irish are all cognates .\n",
"q: How is the word 'cognate' being used?\n",
"a: In simple language, it means\n",
"'having a common origin'.\n",
"similarity: 379.51\n",
"intent: T\n",
"*************\n",
"Sentence: To convey information .\n",
"q: How is the verb 'convey' being used?\n",
"a: In simple language, it means\n",
"'to give'.\n",
"Sentence: She conveyed the message to me .\n",
"q: How is the verb 'convey' being used?\n",
"a: In simple language, it means\n",
"'to give'.\n",
"similarity: 353.067\n",
"intent: T\n",
"*************\n",
"Sentence: A profession of disagreement .\n",
"q: How is the word 'profession' being used?\n",
"a: In simple language, it means\n",
"'a job'.\n",
"Sentence: My father was a barrister by profession .\n",
"q: How is the word 'profession' being used?\n",
"a: In simple language, it means\n",
"'a job'.\n",
"similarity: 454.868\n",
"intent: F\n",
"*************\n",
"Sentence: The senator rose to register his protest .\n",
"q: How is the word 'protest' being used?\n",
"a: In simple language, it means\n",
"'to disagree'.\n",
"Sentence: They finished the game under protest to the league president .\n",
"q: How is the word 'protest' being used?\n",
"a: In simple language, it means\n",
"'to disagree'.\n",
"similarity: 441.236\n",
"intent: T\n",
"*************\n",
"Sentence: The plane 's operation in high winds .\n",
"q: How is the word 'operation' being used?\n",
"a: In simple language, it means\n",
"'the way something works'.\n",
"Sentence: The power of its engine determines its operation .\n",
"q: How is the word 'operation' being used?\n",
"a: In simple language, it means\n",
"'the way something works'.\n",
"similarity: 346.512\n",
"intent: T\n",
"*************\n",
"Sentence: He welded together some pieces of strip .\n",
"q: How is the word 'strip' being used?\n",
"a: In simple language, it means\n",
"'a long, thin piece of metal'.\n",
"Sentence: She did a strip right in front of everyone .\n",
"q: How is the word 'strip' being used?\n",
"a: In simple language, it means\n",
"'to take off clothes'.\n",
"similarity: 54.714\n",
"intent: F\n",
"*************\n",
"Sentence: I 'll toss you for it .\n",
"q: How is the verb 'toss' being used?\n",
"a: In simple language, it means\n",
"'to throw'.\n",
"Sentence: Steve tossed John the ball .\n",
"q: How is the verb 'toss' being used?\n",
"a: In simple language, it means\n",
"'to throw'.\n",
"similarity: 390.638\n",
"intent: T\n",
"*************\n",
"Sentence: Which hinge is the squeaker ?\n",
"q: How is the word 'squeaker' being used?\n",
"a: In simple language, it means\n",
"'the one that makes the most noise'.\n",
"Sentence: Those sneakers are squeakers .\n",
"q: How is the word 'squeaker' being used?\n",
"a: In simple language, it means\n",
"'the ones that make the most noise'.\n",
"similarity: 233.175\n",
"intent: T\n",
"*************\n",
"Sentence: The Nile delta .\n",
"q: How is the word 'delta' being used?\n",
"a: In simple language, it means\n",
"'a flat area of land where a river divides into many branches'.\n",
"Sentence: The Mississippi River delta .\n",
"q: How is the word 'delta' being used?\n",
"a: In simple language, it means\n",
"'a flat area of land where a river divides into many branches'.\n",
"similarity: 281.584\n",
"intent: T\n",
"*************\n",
"Sentence: Please sign on the dotted line .\n",
"q: How is the verb 'sign' being used?\n",
"a: In simple language, it means\n",
"'to approve'.\n",
"Sentence: Please sign here .\n",
"q: How is the verb 'sign' being used?\n",
"a: In simple language, it means\n",
"'to approve'.\n",
"similarity: 416.134\n",
"intent: T\n",
"*************\n",
"Sentence: Limited runway capacity .\n",
"q: How is the word 'capacity' being used?\n",
"a: In simple language, it means\n",
"'the maximum amount of something that can be held or contained'.\n",
"Sentence: He should be retained in his present capacity at a higher salary .\n",
"q: How is the word 'capacity' being used?\n",
"a: In simple language, it means\n",
"'the position or job that someone has'.\n",
"similarity: 109.578\n",
"intent: F\n",
"*************\n",
"Sentence: A lace frame .\n",
"q: How is the word 'frame' being used?\n",
"a: In simple language, it means\n",
"'a picture'.\n",
"Sentence: His starved flesh hung loosely on his once imposing frame .\n",
"q: How is the word 'frame' being used?\n",
"a: In simple language, it means\n",
"'body'.\n",
"similarity: 161.14\n",
"intent: F\n",
"*************\n",
"Sentence: The couple chose to solemnize their relationship in a secular ceremony , instead of having a wedding .\n",
"q: How is the verb 'solemnize' being used?\n",
"a: In simple language, it means\n",
"'to make something official'.\n",
"Sentence: The King solemnized this day of morning .\n",
"q: How is the verb 'solemnize' being used?\n",
"a: In simple language, it means\n",
"'to make something official'.\n",
"similarity: 370.72\n",
"intent: F\n",
"*************\n",
"Sentence: The drawing of water from the well .\n",
"q: How is the word 'drawing' being used?\n",
"a: In simple language, it means\n",
"'to take out'.\n",
"Sentence: He did complicated pen - and - ink drawings like medieval miniatures .\n",
"q: How is the word 'drawing' being used?\n",
"a: In simple language, it means\n",
"'a picture'.\n",
"similarity: 158.494\n",
"intent: F\n",
"*************\n",
"Sentence: He put the cup back in the saucer .\n",
"q: How is the word 'cup' being used?\n",
"a: In simple language, it means\n",
"'a small container'.\n",
"Sentence: The handle of the cup was missing .\n",
"q: How is the word 'cup' being used?\n",
"a: In simple language, it means\n",
"'the part of the cup that you hold'.\n",
"similarity: 216.322\n",
"intent: T\n",
"*************\n",
"Sentence: Plan an attack .\n",
"q: How is the verb 'plan' being used?\n",
"a: In simple language, it means\n",
"'to make a plan'.\n",
"Sentence: He plans to be in graduate school next year .\n",
"q: How is the verb 'plan' being used?\n",
"a: In simple language, it means\n",
"'to intend to do something'.\n",
"similarity: 204.173\n",
"intent: F\n",
"*************\n",
"Sentence: Hit the bottle .\n",
"q: How is the verb 'hit' being used?\n",
"a: In simple language, it means\n",
"'to drink'.\n",
"Sentence: He tries to hit on women in bars .\n",
"q: How is the verb 'hit' being used?\n",
"a: In simple language, it means\n",
"'to flirt with'.\n",
"similarity: 208.225\n",
"intent: F\n",
"*************\n",
"Sentence: Those who criticize others often are not perfect , either .\n",
"q: How is the verb 'criticize' being used?\n",
"a: In simple language, it means\n",
"'to find fault with'.\n",
"Sentence: The paper criticized the new movie .\n",
"q: How is the verb 'criticize' being used?\n",
"a: In simple language, it means\n",
"'to find fault with'.\n",
"similarity: 305.816\n",
"intent: F\n",
"*************\n",
"Sentence: There 's no weeping at an Irish wake .\n",
"q: How is the word 'wake' being used?\n",
"a: In simple language, it means\n",
"'a party'.\n",
"Sentence: The motorboat 's wake capsized the canoe .\n",
"q: How is the word 'wake' being used?\n",
"a: In simple language, it means\n",
"'a track left behind'.\n",
"similarity: 175.356\n",
"intent: F\n",
"*************\n",
"Sentence: He felt a stream of air .\n",
"q: How is the word 'stream' being used?\n",
"a: In simple language, it means\n",
"'a flow of air'.\n",
"Sentence: The hose ejected a stream of water .\n",
"q: How is the word 'stream' being used?\n",
"a: In simple language, it means\n",
"'a flow of water'.\n",
"similarity: 310.112\n",
"intent: T\n",
"*************\n",
"Sentence: Block the signals emitted by this station .\n",
"q: How is the verb 'block' being used?\n",
"a: In simple language, it means\n",
"'to stop'.\n",
"Sentence: The thick curtain blocked the action on the stage .\n",
"q: How is the verb 'block' being used?\n",
"a: In simple language, it means\n",
"'to hide'.\n",
"similarity: 230.137\n",
"intent: F\n",
"*************\n",
"Sentence: Lack of imagination is an obstacle to one 's advancement .\n",
"q: How is the word 'obstacle' being used?\n",
"a: In simple language, it means\n",
"'something that prevents or hinders progress'.\n",
"Sentence: The poverty of a district is an obstacle to good education .\n",
"q: How is the word 'obstacle' being used?\n",
"a: In simple language, it means\n",
"'something that prevents or hinders progress'.\n",
"similarity: 304.406\n",
"intent: T\n",
"*************\n",
"Sentence: Point a gun .\n",
"q: How is the verb 'point' being used?\n",
"a: In simple language, it means\n",
"'to aim'.\n",
"Sentence: It 's rude to point at other people .\n",
"q: How is the verb 'point' being used?\n",
"a: In simple language, it means\n",
"'to be impolite'.\n",
"similarity: 165.634\n",
"intent: F\n",
"*************\n",
"Sentence: The luck of the draw .\n",
"q: How is the word 'draw' being used?\n",
"a: In simple language, it means\n",
"'a situation where there is no clear winner'.\n",
"Sentence: They anticipated a tough draw .\n",
"q: How is the word 'draw' being used?\n",
"a: In simple language, it means\n",
"'a situation where there is no clear winner'.\n",
"similarity: 282.246\n",
"intent: T\n",
"*************\n",
"Sentence: To embellish a story , the truth .\n",
"q: How is the verb 'embellish' being used?\n",
"a: In simple language, it means\n",
"'to make something more attractive'.\n",
"Sentence: The old book cover was embellished with golden letters .\n",
"q: How is the verb 'embellish' being used?\n",
"a: In simple language, it means\n",
"'to decorate'.\n",
"similarity: 204.987\n",
"intent: T\n",
"*************\n",
"Sentence: From the window he could catch a glimpse of the lake .\n",
"q: How is the word 'glimpse' being used?\n",
"a: In simple language, it means\n",
"'a quick look'.\n",
"Sentence: He caught only a glimpse of the professor 's meaning .\n",
"q: How is the word 'glimpse' being used?\n",
"a: In simple language, it means\n",
"'a quick look'.\n",
"similarity: 437.651\n",
"intent: F\n",
"*************\n",
"Sentence: You shuffle , I 'll deal .\n",
"q: How is the verb 'shuffle' being used?\n",
"a: In simple language, it means\n",
"'to deal'.\n",
"Sentence: Shuffle the cards .\n",
"q: How is the verb 'shuffle' being used?\n",
"a: In simple language, it means\n",
"'to deal'.\n",
"similarity: 407.38\n",
"intent: T\n",
"*************\n",
"Sentence: Please bracket this remark .\n",
"q: How is the verb 'bracket' being used?\n",
"a: In simple language, it means\n",
"'to enclose'.\n",
"Sentence: Bracket bookshelves .\n",
"q: How is the verb 'bracket' being used?\n",
"a: In simple language, it means\n",
"'to enclose'.\n",
"similarity: 318.69\n",
"intent: F\n",
"*************\n",
"Sentence: Prices vary .\n",
"q: How is the verb 'vary' being used?\n",
"a: In simple language, it means\n",
"'to change'.\n",
"Sentence: His moods vary depending on the weather .\n",
"q: How is the verb 'vary' being used?\n",
"a: In simple language, it means\n",
"'to change'.\n",
"similarity: 354.959\n",
"intent: T\n",
"*************\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "IKjZ1LSSfwK-",
"colab_type": "code",
"colab": {}
},
"source": [
""
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"colab_type": "code",
"id": "IHjcBFEEfwRN",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 844
},
"outputId": "00f5d5b8-93be-46b8-929f-50c096fb906b"
},
"source": [
"scores = pd.DataFrame()\n",
"\n",
"attempt2=dev_results.copy()\n",
"\n",
"for i in range(50,300):\n",
" tmp = attempt2.copy()\n",
" tmp[\"pred\"] = tmp[\"sim\"].apply(lambda x: \"F\" if x < i else \"T\")\n",
" tmp[\"accurate\"] = tmp[\"label\"] == tmp[\"pred\"]\n",
" scores.at[i, \"accuracy\"] = tmp[\"accurate\"].sum()/len(tmp)\n",
"scores.plot()\n",
"print(\"262: {}\".format(scores.loc()[262]))\n",
"\n",
"scores = pd.DataFrame()\n",
"for i in range(50,300):\n",
" tmp = attempt2.copy()\n",
" tmp = tmp[tmp.pos == \"N\"]\n",
" tmp[\"pred\"] = tmp[\"sim\"].apply(lambda x: \"F\" if x < i else \"T\")\n",
" tmp[\"accurate\"] = tmp[\"label\"] == tmp[\"pred\"]\n",
" scores.at[i, \"accuracy\"] = tmp[\"accurate\"].sum()/len(tmp)\n",
"scores.plot(title=\"nouns\")\n",
"\n",
"scores = pd.DataFrame()\n",
"for i in range(50,300):\n",
" tmp = attempt2.copy()\n",
" tmp = tmp[tmp.pos == \"V\"]\n",
" tmp[\"pred\"] = tmp[\"sim\"].apply(lambda x: \"F\" if x < i else \"T\")\n",
" tmp[\"accurate\"] = tmp[\"label\"] == tmp[\"pred\"]\n",
" scores.at[i, \"accuracy\"] = tmp[\"accurate\"].sum()/len(tmp)\n",
"scores.plot(title=\"verbs\")"
],
"execution_count": 37,
"outputs": [
{
"output_type": "stream",
"text": [
"262: accuracy 0.7\n",
"Name: 262, dtype: float64\n"
],
"name": "stdout"
},
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<matplotlib.axes._subplots.AxesSubplot at 0x7fa917f62898>"
]
},
"metadata": {
"tags": []
},
"execution_count": 37
},
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"tags": [],
"needs_background": "light"
}
},
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"tags": [],
"needs_background": "light"
}
},
{
"output_type": "display_data",
"data": {
"image/png": 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BZJ8CgIjktVQLQAEg+xQARCSvpcYAxo3VIHC2KQCISF5rD1sAleVqAWSbAoCI5DV1AQ0fBQARyWvdXUB6DiDrFABEJK91twC0FkDWKQCISF7TcwDDRwFARPJae6KTMQblpbpcZZv+oiKS19oSnYwvKyWYNkyySQFARPJae0dS3T/DRAFARPJa0AJQABgOCgAiktfaEp2M0x1Aw0IBQETyWrtaAMNGAUBE8lpbIklluR4CGw4KACKS19QFNHwUAEQkr2k94OGjACAiea0t0al5gIaJAoCI5LW2eFItgGGiACAiecvdaVMX0LDJKACY2SIz225mu8xsVR95rjGzBjPbZmb3RtI7zWxr+KqPpM8ys6fDY95nZmVDr46IFJJ4sgt3TQQ3XAbsWDOzEmANsBBoBDaZWb27N0TyzAZWA29392YzOzVyiHZ3n5vm0F8F7nD39Wb2DeCvgK8PoS4ikkcSyS4cH9IxDrd3AJoKerhkMrKyANjl7rsBzGw9sBhoiOS5Hljj7s0A7v56fwe0YFanK4APhkn3ALegACBSEP7fs6/wdz/4HT6063+3qoqx2TmQ9JBJAJgG7I18bgQu7JXndAAz+zVQAtzi7j8Jt1WY2WYgCXzF3X8E1ACH3D0ZOea0dF9uZiuBlQB1dXUZFFdEcm3n/hbc4aZ3/cmQj1VeOoYrz5qchVJJb9m6t6oUmA1cBkwHnjCzc9z9EHCau+8zszcDPzez54DDmR7Y3dcCawHmz5+fpd8TIjKc2js6qRg7hr+9/K25Lor0I5NB4H3AjMjn6WFaVCNQ7+4d7r4H2EEQEHD3feG/u4HHgXlADDjFzEr7OaaIjFJtiSSVunc/72USADYBs8O7dsqAZUB9rzw/Ivj1j5nVEnQJ7TaziWZWHkl/O9Dg7g48BiwN918OPDTEuohIngge3tLAbb4bMACE/fQ3AhuBF4D/dPdtZnarmV0VZtsIxMysgeDCfpO7x4Azgc1m9vsw/SuRu4c+C3zKzHYRjAl8O5sVE5Hc0Qyeo0NGbTR33wBs6JV2c+S9A58KX9E8vwHO6eOYuwnuMBKRAqPpG0YHPQksIlnXnujUvfujgAKAiGRda0Lz94wGCgAiknXtGgQeFRQARCTrtJD76KAAICJZ15ZIMl6DwHlPAUBEsq69Q11Ao4ECgIhkVUdnFx2drruARgEFABEZsrZEkvd//Tdse+UwbYlOQHP4jwYKACIyZLsPtLLl5Wae2XOQ9jAAVJZrDCDfKQCIyJDFWhPBvy0J2hLBLO+6Cyj/KQCIyJDFWuLBv63xY11AGgPIewoAIjJksZagBdDUkqC9IwgAug00/ykAiMiQNbWGLYCWuAaBRxEFABEZsqYjx1oAbXGNAYwWCgAiMmSxNC0ABYD8pwAgIkOWGgNoTXTS3Ba8VxdQ/lMAEJEhi7XEKRljAOw92AZoEHg0UAAQkSFxd5paE7y5thKAvc3tgG4DHQ0UAERkSFriSRLJLk5/0wQgaAGUl47pbhFI/sooAJjZIjPbbma7zGxVH3muMbMGM9tmZveGaXPN7Mkw7VkzuzaS/24z22NmW8PX3OxUSURGUlPY//8nk8MA0NymAeBRYsBOOjMrAdYAC4FGYJOZ1bt7QyTPbGA18HZ3bzazU8NNbcBH3X2nmU0FtpjZRnc/FG6/yd3vz2aFRGRkpZ4CPj0MAEc7uqipLM9lkSRDmYzSLAB2uftuADNbDywGGiJ5rgfWuHszgLu/Hv67I5XB3V8xs9eBScAhRCTv/Pvju9j4/GuD2ueNo8F9/zOqxzG+rESrgY0imQSAacDeyOdG4MJeeU4HMLNfAyXALe7+k2gGM1sAlAF/iCR/2cxuBn4GrHL3eO8vN7OVwEqAurq6DIorIifqod+9Qqw1wdnTTsp4n4mVZcybcQpvPbWKG97xFn77x2auOOPUgXeUnMvWfVqlwGzgMmA68ISZnZPq6jGzKcB3geXu3hXusxp4jSAorAU+C9za+8Duvjbczvz58z1L5RWRNNo6kvyP2bXcce2JDcl94p2zs1wiGU6ZDALvA2ZEPk8P06IagXp373D3PcAOgoCAmZ0E/Bj4nLs/ldrB3V/1QBy4i6CrSURyqD2hpRyLSSYBYBMw28xmmVkZsAyo75XnRwS//jGzWoIuod1h/geB7/Qe7A1bBZiZAUuA54dQDxHJgtZ4p5ZyLCIDdgG5e9LMbgQ2EvTvr3P3bWZ2K7DZ3evDbVeaWQPQSXB3T8zMPgxcCtSY2YrwkCvcfSvwfTObBBiwFbgh25UTkcx1dTntHRrALSYZjQG4+wZgQ6+0myPvHfhU+Irm+R7wvT6OecVgCysiw+doMjWNs6ZwKBZ6ElhEADSLZxFSABARgO7F3DUIXDwUAEQEUAugGCkAiAgAbQmt5FVsFABEBDjWBaR5/IuHAoCIAOoCKkYKACICQFuHAkCxUQAQEQDawzEAPQdQPBQARASIdAFpKoiioQAgIsCxAKDnAIqHAoCIAMFtoGMMykt1WSgWOtMiAhCu5FVKMEGvFAMFABEBtBZAMVIAEBEAreVbhBQARAQIAsA43QFUVBQARASA9o6kWgBFRgFARICgBVBZrofAiokCgIgA4SCwuoCKigKAiAAaBC5GGQUAM1tkZtvNbJeZreojzzVm1mBm28zs3kj6cjPbGb6WR9LPN7PnwmPeabr5WCSn2hKdmgeoyAx4ts2sBFgDLAQagU1mVu/uDZE8s4HVwNvdvdnMTg3Tq4EvAPMBB7aE+zYDXweuB54mWHB+EfBwNisnIplrT2gQuNhkEu4XALvcfTeAma0HFgMNkTzXA2vCCzvu/nqY/i7gEXc/GO77CLDIzB4HTnL3p8L07wBLUAAQGTbNrQm+9cvdJJJdabe3dagLqNhkEgCmAXsjnxuBC3vlOR3AzH4NlAC3uPtP+th3WvhqTJN+HDNbCawEqKury6C4IpLOIw37+ffH/8C4sSWMSdPhWlVeytnTTh75gknOZKvDrxSYDVwGTAeeMLNzsnFgd18LrAWYP3++Z+OYIsXoQEscgN/dvJAK3e0jZDYIvA+YEfk8PUyLagTq3b3D3fcAOwgCQl/77gvf93dMEcmiWEuCqvJSXfylWyYBYBMw28xmmVkZsAyo75XnRwS//jGzWoIuod3ARuBKM5toZhOBK4GN7v4q8IaZXRTe/fNR4KFsVEhE0ou1xqmpKst1MSSPDNgF5O5JM7uR4GJeAqxz921mdiuw2d3rOXahbwA6gZvcPQZgZl8iCCIAt6YGhIGPA3cD4wgGfzUALDKMYi0JaioVAOSYjMYA3H0Dwa2a0bSbI+8d+FT46r3vOmBdmvTNwNmDLK+InKCmljgzqsfnuhiSR/QksEiRaGpJUKsuIIlQABApAl1dzsHWODWV5bkuiuQRBQCRInCovYMuR4PA0oMCgEgRiIXPANRUqQUgxygAiBSBppYEgMYApAcFAJEi0BS2AGrVApAIBQCRItDdBaTnACRCk3+LFLBHG/azt7mNX+w4wBiDU8YrAMgxCgAiBaotkeT6727GwykUz3jTBErSTQMqRUsBQKRAxVoSuMMXrzqLxXOnasF3OY7+ixApUKmB3xnV49T1I2lpEFikQMXCWz/19K/0RQFApEDFWlMPf+nXv6SnACBSoI49/KUWgKSnACBSoJpa4loBTPqlACBSoGItCXX/SL8UAEQKVKw1rid/pV8KACIFKmgBqP9f+qYAIFKgghXAFACkbxkFADNbZGbbzWyXma1Ks32FmR0ws63h62Nh+uWRtK1mdtTMloTb7jazPZFtc7NbNZHilVoBTNM/S38GfBLYzEqANcBCoBHYZGb17t7QK+t97n5jNMHdHwPmhsepBnYBP41kucnd7x9C+UUkje4VwDQGIP3IZCqIBcAud98NYGbrgcVA7wAwkKXAw+7eNsj9RCRDrx85yu/+eIj9bxwFtAKY9C+TADAN2Bv53AhcmCbf+83sUmAH8El339tr+zLg9l5pXzazm4GfAavcPd77oGa2ElgJUFdXl0FxRYrXLfXb2PDca92f66rH57A0ku+yNQj838BMdz8XeAS4J7rRzKYA5wAbI8mrgTOAC4Bq4LPpDuzua919vrvPnzRpUpaKK1KY9h06yvmnTeTHn/hTHv/0ZcyZcUquiyR5LJMAsA+YEfk8PUzr5u6xyK/3/wDO73WMa4AH3b0jss+rHogDdxF0NYnIEMRa4pxWPZ6zpp7MzNrKXBdH8lwmAWATMNvMZplZGUFXTn00Q/gLP+Uq4IVex/gA8IN0+5iZAUuA5wdXdBHpTU//ymAMOAbg7kkzu5Gg+6YEWOfu28zsVmCzu9cDnzCzq4AkcBBYkdrfzGYStCB+0evQ3zezSYABW4EbhlwbkSLWlkjS3tGpgV/JWEYLwrj7BmBDr7SbI+9XE/Tpp9v3JYKB5N7pVwymoCLSv2Pz/6sFIJnRk8AiBSK1Apie/pVMKQCIFIjU/P8aA5BMKQCIFIiYWgAySAoAIgUi1hq0AKo1BiAZUgAQKRBNLXEmaAUwGQQFAJECoWcAZLAUAEQKRFNLXM8AyKBk9ByASDGKtcR59fDRtNveMqmKcWUj19XS2eXs2H+Ezi7vM8+rh49y+uSqESuTjH4KACJ9WPLvv2bvwfa0266aM5U7PzBvxMry/adf5uaHtg2Y7x2na8JEyZwCgEgayc4uGpvbee+cqbz33Ck9tv3bz3byx4Mju6zFy7E2KsaO4c5lfQcdM2PBzOoRLJWMdgoAImk0t3XgDhfMnMiVZ72px7YNz73Klj82j2h5Yi1xJk0oP64sIkOhQWCRNGKtwUNVNZXHD6rWVJV3z7szcuVJpC2LyFAoAIikEetnWoWaqjLaEp20JZIjVp6mloQWeJesUwAQSePYxGrHX3Rrw1/iI9kKaGqJqwUgWacAIJJG6uKebl6d2glBUEhNvTDcurqcg62J7u8VyRYFAJE0Yq1xSscYJ1WMPW5bTXcLIH7ctuFwuL2Dzi5XC0CyTgFAJI2mIwmqK8sYM8aO25YaF2gaoQDQPSCtMQDJMgUAkTRirX1Pq5D6Jd40QmMATf10R4kMhQKASBr93XUzrqyEyrKSERsETrU01AKQbFMAEEkj1hrvd23dmqry7q6ZYS9L91q/agFIdmUUAMxskZltN7NdZrYqzfYVZnbAzLaGr49FtnVG0usj6bPM7OnwmPeZmX7eSN6ItST67XKprSobsRZArCWOmRZ6kewbcCoIMysB1gALgUZgk5nVu3tDr6z3ufuNaQ7R7u5z06R/FbjD3deb2TeAvwK+Prjii2RfU0uctkRnv1Mr11SV81JTK80jcCvoK4ePUj2+jJI0A9IiQ5HJXEALgF3uvhvAzNYDi4HeASBjZmbAFcAHw6R7gFtQAJAc+9XOJj787acBOHVC3wHg1AnlPNKwn3lfemREynXGmyaMyPdIcckkAEwD9kY+NwIXpsn3fjO7FNgBfNLdU/tUmNlmIAl8xd1/BNQAh9w99Sx9Y/g9xzGzlcBKgLq6ugyKK3Liduw/AsAX3vs2Fp3d98Rrf3v5Wzl98gTc+56fP5vm1U0cke+R4pKt2UD/G/iBu8fN7K8JftFfEW47zd33mdmbgZ+b2XPA4UwP7O5rgbUA8+fPH5n/26RopR4AW37xzLTPAKRMPWUcyy+ZOXIFExkGmQwC7wNmRD5PD9O6uXvM3VO3RPwHcH5k277w393A48A8IAacYmapAHTcMUVyob8HwEQKTSYBYBMwO7xrpwxYBtRHM5hZdMWMq4AXwvSJZlYevq8F3g40eNBufgxYGu6zHHhoKBURyYZYa1wPXEnRGLALyN2TZnYjsBEoAda5+zYzuxXY7O71wCfM7CqCfv6DwIpw9zOBb5pZF0Gw+Urk7qHPAuvN7Dbgd8C3s1gvkRPS1JLQA1dSNDIaA3D3DcCGXmk3R96vBlan2e83wDl9HHM3wR1GInkj1hpnVm1lroshMiL0JLBIRKwl0e8TwCKFRAFAJNSWSA74AJhIIVEAEAn1twykSCFSABAJpWbdnKQWgBQJBQCRkFoAUmwUAERCx1beUgtAioMCgEioqXvefbUApDhkay4gyaJ/e3QnB1vjfHHx2bkuyqiycTNoxrgAAAeuSURBVNtrfPo/f0/nCU7Qlkh2MaG8lIqxJVkumUh+UgDIQ0/sPDBiC44Xkt++3MzRZCcrhjBJ29nTTs5egUTynAJAHoq1xEdstalC0tSS4NQJFXzuz96W66KIjAoaA8hDsZYELfEkRzs6c12UUSXWGtcdPCKDoACQZ452dHIkHqyTExuB5QYLiaZxEBkcBYA8czBy0Y9pHGBQYi1x3cIpMggKAHkmOvirgeDMubumchYZJAWAPBMd/G3SQHDGjsSTJDq7qK1UC0AkUwoAeSb6q193AmUu9beqnaAWgEimFADyTGrgt3SMaQxgEFJ/qxq1AEQypucA8kysJc64sSXUTijTXUCD0KSJ3EQGTS2APBMLBzJrKss1CDwIqYnctKC7SOYyCgBmtsjMtpvZLjNblWb7CjM7YGZbw9fHwvS5ZvakmW0zs2fN7NrIPneb2Z7IPnOzV63R60B4K2NtVZkGgQeh6Ujwt6rWcwAiGRuwC8jMSoA1wEKgEdhkZvXu3tAr633ufmOvtDbgo+6+08ymAlvMbKO7Hwq33+Tu9w+xDgUl1pJgyskV1FSW82zj4VwXZ9SItcY5ZfxYxpaoUSuSqUzGABYAu9x9N4CZrQcWA70DwHHcfUfk/Stm9jowCTjU917Z97kHn+OZPQdH8itP2EuxVs6aehK1E8o40BJn4e2/yHWRRoXX3jjKpAnq/hEZjEwCwDRgb+RzI3BhmnzvN7NLgR3AJ909ug9mtgAoA/4QSf6ymd0M/AxY5e7HdXqb2UpgJUBdXV0GxT3e1FPGMXty1QntO9JOnzyBay6YQVV5KS/H2ug6wamNi83syVVc9ien5roYIqOK+QAXGDNbCixy91S//keAC6PdPWZWA7S4e9zM/hq41t2viGyfAjwOLHf3pyJprxEEhbXAH9z91v7KMn/+fN+8efPgaykiUsTMbIu7z++dnkmH6T5gRuTz9DCtm7vHIr/e/wM4P/LFJwE/Bj6XuviH+7zqgThwF0FXk4iIjJBMAsAmYLaZzTKzMmAZUB/NEP6aT7kKeCFMLwMeBL7Te7A3tY+ZGbAEeP5EKyEiIoM34BiAuyfN7EZgI1ACrHP3bWZ2K7DZ3euBT5jZVUASOAisCHe/BrgUqDGzVNoKd98KfN/MJgEGbAVuyF61RERkIAOOAeQTjQGIiAzeUMYARESkACkAiIgUKQUAEZEipQAgIlKkRtUgsJkdAF4+wd1rgaYsFmc0UJ2LQzHWGYqz3ida59PcfVLvxFEVAIbCzDanGwUvZKpzcSjGOkNx1jvbdVYXkIhIkVIAEBEpUsUUANbmugA5oDoXh2KsMxRnvbNa56IZAxARkZ6KqQUgIiIRCgAiIkWqYAOAmb1kZs+FC85vDtOqzewRM9sZ/jsx1+UcCjNbZ2avm9nzkbS0dbTAnWa2y8yeNbPzclfyE9dHnW8xs33hud5qZu+JbFsd1nm7mb0rN6UeGjObYWaPmVmDmW0zs78P0wv2XPdT54I912ZWYWbPmNnvwzp/MUyfZWZPh3W7L5xmHzMrDz/vCrfPHPSXuntBvoCXgNpeaf+HYOlJgFXAV3NdziHW8VLgPOD5geoIvAd4mGD67YuAp3Nd/izW+Rbg02nyvg34PVAOzCJYjrQk13U4gTpPAc4L308gWHb1bYV8rvupc8Ge6/B8VYXvxwJPh+fvP4FlYfo3gL8J338c+Eb4fhlw32C/s2BbAH1YDNwTvr+HYCGaUcvdnyBYfyGqrzouJliYxz1Yme2UXgv5jAp91Lkvi4H17h539z3ALkbhynMerJ732/D9EYIFl6ZRwOe6nzr3ZdSf6/B8tYQfx4YvB64AUgtq9T7PqfN/P/DOcIGtjBVyAHDgp2a2JVxYHmCyu78avn8NmJybog2rvuo4DdgbyddI//9DjTY3ht0d6yJdewVX57CZP4/g12FRnOtedYYCPtdmVmJmW4HXgUcIWjKH3D0ZZonWq7vO4fbDQM1gvq+QA8Cfuvt5wLuBvzWzS6MbPWg3FfQ9sMVQx9DXgbcAc4FXgX/JbXGGh5lVAQ8A/+Dub0S3Feq5TlPngj7X7t7p7nMJ1l5fAJwxnN9XsAHA3feF/75OsC7xAmB/ZC3iKQRRttD0Vcd9wIxIvulh2qjn7vvD/3G6gG9xrOlfMHU2s7EEF8Lvu/t/hckFfa7T1bkYzjWAux8CHgMuJujCSy3fG61Xd53D7ScDscF8T0EGADOrNLMJqffAlQSLztcDy8Nsy4GHclPCYdVXHeuBj4Z3iFwEHI50H4xqvfq330dwriGo87LwbolZwGzgmZEu31CF/brfBl5w99sjmwr2XPdV50I+12Y2ycxOCd+PAxYSjH08BiwNs/U+z6nzvxT4edgSzFyuR76H4wW8meCOgN8D24DPhek1wM+AncCjQHWuyzrEev6AoBncQdA3+Fd91ZHgDoM1BH2KzwHzc13+LNb5u2Gdng3/p5gSyf+5sM7bgXfnuvwnWOc/JejeeRbYGr7eU8jnup86F+y5Bs4FfhfW7Xng5jD9zQTBbBfwQ6A8TK8IP+8Kt795sN+pqSBERIpUQXYBiYjIwBQARESKlAKAiEiRUgAQESlSCgAiIkVKAUBEpEgpAIiIFKn/D59eI+HF9EZ4AAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"tags": [],
"needs_background": "light"
}
}
]
},
{
"cell_type": "code",
"metadata": {
"colab_type": "code",
"id": "zj3827vLfwRY",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 810
},
"outputId": "44c0f7ca-8f51-4f76-9a42-da9f67ecb1e9"
},
"source": [
"scores = pd.DataFrame()\n",
"\n",
"attempt2=dev_results.copy()\n",
"\n",
"for i in range(50,300):\n",
" tmp = attempt2.copy()\n",
" tmp[\"pred\"] = tmp[\"a1\"]==tmp[\"a2\"]\n",
" tmp[\"pred\"] =tmp[\"pred\"].apply(lambda x: \"T\" if x else \"F\")\n",
" tmp[\"accurate\"] = tmp[\"label\"] == tmp[\"pred\"]\n",
" scores.at[i, \"accuracy\"] = tmp[\"accurate\"].sum()/len(tmp)\n",
"scores.plot()\n",
"\n",
"scores = pd.DataFrame()\n",
"for i in range(50,300):\n",
" tmp = attempt2.copy()\n",
" tmp = tmp[tmp.pos == \"N\"]\n",
" tmp[\"pred\"] = tmp[\"a1\"]==tmp[\"a2\"]\n",
" tmp[\"pred\"] =tmp[\"pred\"].apply(lambda x: \"T\" if x else \"F\")\n",
" tmp[\"accurate\"] = tmp[\"label\"] == tmp[\"pred\"]\n",
" scores.at[i, \"accuracy\"] = tmp[\"accurate\"].sum()/len(tmp)\n",
"scores.plot(title=\"nouns\")\n",
"\n",
"scores = pd.DataFrame()\n",
"for i in range(50,300):\n",
" tmp = attempt2.copy()\n",
" tmp = tmp[tmp.pos == \"V\"]\n",
" tmp[\"pred\"] = tmp[\"a1\"]==tmp[\"a2\"]\n",
" tmp[\"pred\"] =tmp[\"pred\"].apply(lambda x: \"T\" if x else \"F\")\n",
" tmp[\"accurate\"] = tmp[\"label\"] == tmp[\"pred\"]\n",
" scores.at[i, \"accuracy\"] = tmp[\"accurate\"].sum()/len(tmp)\n",
"scores.plot(title=\"verbs\")\n"
],
"execution_count": 34,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<matplotlib.axes._subplots.AxesSubplot at 0x7fa917badb00>"
]
},
"metadata": {
"tags": []
},
"execution_count": 34
},
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"tags": [],
"needs_background": "light"
}
},
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"tags": [],
"needs_background": "light"
}
},
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"tags": [],
"needs_background": "light"
}
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "ulFLLCwkctBD",
"colab_type": "code",
"colab": {}
},
"source": [
"test = pd.read_csv(\"test/test.data.txt\", sep='\\t', header=None)\n",
"test.columns = [\"target\", \"pos\", \"position\", \"context-1\", \"context-2\"]"
],
"execution_count": 31,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "uO_rNdm4gKJH",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 34
},
"outputId": "cb997d85-a91b-4576-98a9-8edb7628ba04"
},
"source": [
"len(test)"
],
"execution_count": 38,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"1400"
]
},
"metadata": {
"tags": []
},
"execution_count": 38
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "xawfRG-KeGQS",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
},
"outputId": "07ee5bcf-3c2b-4c6f-e802-692ef88f23a5"
},
"source": [
"#arguments to send the API\n",
"kwargs1 = {\n",
"\"engine\":\"davinci\",\n",
"\"temperature\":0,\n",
"\"max_tokens\":30,\n",
"\"stop\":\"\\n\",\n",
"}\n",
"\n",
"test_results = pd.DataFrame()\n",
"\n",
"for row in test.iterrows():\n",
" s1 = row[1][\"context-1\"]\n",
" s2 = row[1][\"context-2\"]\n",
" target = row[1][\"target\"]\n",
"\n",
" if row[1][\"pos\"] == \"V\":\n",
" myExample = \"Sentence: I watched a truck on the road\\nq: How is the 'to watched' being used?\\na: In simple language, it means 'to see'.\\n\\n\"\n",
" myExample += \"Sentence: Jim flew through the test\\nq: How is the 'fly' being used?\\na: In simple language, it means 'quickly complete'.\\n\\n\"\n",
"\n",
" #subject1 = query(\"sentence: '{}'\\nq: what noun is the main subject of the previous sentence?\\na:\".format(s1), myKwargs=kwargs1)\n",
" q1 = \"Sentence: {}\\nq: How is the verb '{}' being used?\\na: In simple language, it means\".format(s1, target)\n",
" \n",
" \n",
" #subject2 = query(\"sentence: '{}'\\nq: what noun is the main subject of the previous sentence?\\na:\".format(s2), myKwargs=kwargs1)\n",
" q2 = \"Sentence: {}\\nq: How is the verb '{}' being used?\\na: In simple language, it means\".format(s2, target)\n",
"\n",
" if row[1][\"pos\"] == \"N\":\n",
" myExample = \"Sentence: I watched a truck on the road\\nq: How is the 'truck' being used?\\na: In simple language, it means 'a large vehicle'.\\n\\n\"\n",
" myExample += \"Sentence: Jim flew through the test like lightning\\nq: How is 'lightning' being used?\\na: In simple language, it means 'something quick'.\\n\\n\"\n",
"\n",
" #subject1 = query(\"sentence: '{}'\\nq: what noun is the main subject of the previous sentence?\\na:\".format(s1), myKwargs=kwargs1)\n",
" q1 = \"Sentence: {}\\nq: How is the word '{}' being used?\\na: In simple language, it means\".format(s1, target)\n",
" \n",
" #subject2 = query(\"sentence: '{}'\\nq: what noun is the main subject of the previous sentence?\\na:\".format(s2), myKwargs=kwargs1)\n",
" q2 = \"Sentence: {}\\nq: How is the word '{}' being used?\\na: In simple language, it means\".format(s2, target)\n",
"\n",
" print(\"ITEM: {}/{}\".format(row[0], len(test)))\n",
" print(q1)\n",
" a1= query(myExample + q1, myKwargs=kwargs1)\n",
" print(a1)\n",
"\n",
" print(q2)\n",
" a2 = query(myExample + q1 + a1 + \"\\n\\n\" + q2, myKwargs=kwargs1)\n",
" print(a2)\n",
"\n",
" similar = openai.Engine(\"davinci\").search(documents=[a2],query=a1)[\"data\"][0][\"score\"]\n",
"\n",
" print(\"similarity: {}\".format(similar))\n",
" print(\"intent: {}\".format(label))\n",
"\n",
" test_results.at[row[0], \"q1\"] = q1\n",
" test_results.at[row[0], \"q2\"] = q2\n",
"\n",
" test_results.at[row[0], \"target\"] = target\n",
" test_results.at[row[0], \"pos\"] = row[1][\"pos\"]\n",
" test_results.at[row[0], \"a1\"] = a1\n",
" test_results.at[row[0], \"a2\"] = a2\n",
" test_results.at[row[0], \"sim\"] = similar\n",
"\n",
" print (\"*************\")"
],
"execution_count": 40,
"outputs": [
{
"output_type": "stream",
"text": [
"\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
"Sentence: Marc went to the park with his girlfriend and watched the sunset with her .\n",
"q: How is the word 'girlfriend' being used?\n",
"a: In simple language, it means\n",
"'a girl who is your friend'.\n",
"similarity: 342.497\n",
"intent: T\n",
"*************\n",
"ITEM: 984/1400\n",
"Sentence: I love the aroma of cinnamon .\n",
"q: How is the word 'aroma' being used?\n",
"a: In simple language, it means\n",
"'the smell of something'.\n",
"Sentence: The toilet was emitting a pungent , foul aroma .\n",
"q: How is the word 'aroma' being used?\n",
"a: In simple language, it means\n",
"'to send out a smell'.\n",
"similarity: 231.597\n",
"intent: T\n",
"*************\n",
"ITEM: 985/1400\n",
"Sentence: Artillery must take account of a weapon 's precise inclination .\n",
"q: How is the word 'inclination' being used?\n",
"a: In simple language, it means\n",
"'the angle at which something is set'.\n",
"Sentence: He walked with a heavy inclination to the right .\n",
"q: How is the word 'inclination' being used?\n",
"a: In simple language, it means\n",
"'a tendency to do something'.\n",
"similarity: 131.751\n",
"intent: T\n",
"*************\n",
"ITEM: 986/1400\n",
"Sentence: This painting shows little organization at first glance , but little by little the structure becomes clear .\n",
"q: How is the word 'organization' being used?\n",
"a: In simple language, it means\n",
"'the way something is organized'.\n",
"Sentence: His organization of the work force was very efficient .\n",
"q: How is the word 'organization' being used?\n",
"a: In simple language, it means\n",
"'the way something is organized'.\n",
"similarity: 352.317\n",
"intent: T\n",
"*************\n",
"ITEM: 987/1400\n",
"Sentence: The track record shows that he will be a good president .\n",
"q: How is the word 'record' being used?\n",
"a: In simple language, it means\n",
"'a list of achievements'.\n",
"Sentence: The lawyer has a good record .\n",
"q: How is the word 'record' being used?\n",
"a: In simple language, it means\n",
"'a list of achievements'.\n",
"similarity: 429.992\n",
"intent: T\n",
"*************\n",
"ITEM: 988/1400\n",
"Sentence: Some people have better immunity to diseases than others .\n",
"q: How is the word 'immunity' being used?\n",
"a: In simple language, it means\n",
"'resistance to disease'.\n",
"Sentence: Immunity to criticism .\n",
"q: How is the word 'immunity' being used?\n",
"a: In simple language, it means\n",
"'resistance to criticism'.\n",
"similarity: 160.946\n",
"intent: T\n",
"*************\n",
"ITEM: 989/1400\n",
"Sentence: Hot water will shrink the sweater .\n",
"q: How is the verb 'shrink' being used?\n",
"a: In simple language, it means\n",
"'to make smaller'.\n",
"Sentence: Can you shrink this image ?\n",
"q: How is the verb 'shrink' being used?\n",
"a: In simple language, it means\n",
"'to make smaller'.\n",
"similarity: 419.274\n",
"intent: T\n",
"*************\n",
"ITEM: 990/1400\n",
"Sentence: The Chinese are said to harvest organs from executed criminals .\n",
"q: How is the verb 'harvest' being used?\n",
"a: In simple language, it means\n",
"'to collect'.\n",
"Sentence: Harvest the grapes .\n",
"q: How is the verb 'harvest' being used?\n",
"a: In simple language, it means\n",
"'to collect'.\n",
"similarity: 385.21\n",
"intent: T\n",
"*************\n",
"ITEM: 991/1400\n",
"Sentence: It was several days after the storm before they could repair the washout and open the road .\n",
"q: How is the word 'washout' being used?\n",
"a: In simple language, it means\n",
"'a hole in the road'.\n",
"Sentence: As an actor , he was a complete washout , so he went back to accounting .\n",
"q: How is the word 'washout' being used?\n",
"a: In simple language, it means\n",
"'a failure'.\n",
"similarity: 105.032\n",
"intent: T\n",
"*************\n",
"ITEM: 992/1400\n",
"Sentence: The land had never been plowed .\n",
"q: How is the word 'land' being used?\n",
"a: In simple language, it means\n",
"'the ground'.\n",
"Sentence: Good or bad land for growing potatoes .\n",
"q: How is the word 'land' being used?\n",
"a: In simple language, it means\n",
"'the ground'.\n",
"similarity: 357.885\n",
"intent: T\n",
"*************\n",
"ITEM: 993/1400\n",
"Sentence: Every dog has his day .\n",
"q: How is the word 'day' being used?\n",
"a: In simple language, it means\n",
"'a period of time'.\n",
"Sentence: He deserves his day in court .\n",
"q: How is the word 'day' being used?\n",
"a: In simple language, it means\n",
"'a period of time'.\n",
"similarity: 285.357\n",
"intent: T\n",
"*************\n",
"ITEM: 994/1400\n",
"Sentence: In Islam , salvation is achieved by praying in the mosque to Allah and following the sunnah of Muhammad .\n",
"q: How is the word 'salvation' being used?\n",
"a: In simple language, it means\n",
"'to be saved from something'.\n",
"Sentence: The salvation of his party was the president 's major concern .\n",
"q: How is the word 'salvation' being used?\n",
"a: In simple language, it means\n",
"'to be saved from something'.\n",
"similarity: 310.143\n",
"intent: T\n",
"*************\n",
"ITEM: 995/1400\n",
"Sentence: The service happened yesterday .\n",
"q: How is the word 'service' being used?\n",
"a: In simple language, it means\n",
"'a religious ceremony'.\n",
"Sentence: He accepted service of the subpoena .\n",
"q: How is the word 'service' being used?\n",
"a: In simple language, it means\n",
"'the act of doing something'.\n",
"similarity: 162.877\n",
"intent: T\n",
"*************\n",
"ITEM: 996/1400\n",
"Sentence: Throw accusations at someone .\n",
"q: How is the verb 'throw' being used?\n",
"a: In simple language, it means\n",
"'to blame'.\n",
"Sentence: She threw the blanket around the child .\n",
"q: How is the verb 'throw' being used?\n",
"a: In simple language, it means\n",
"'to wrap'.\n",
"similarity: 192.129\n",
"intent: T\n",
"*************\n",
"ITEM: 997/1400\n",
"Sentence: Clap two boards together .\n",
"q: How is the verb 'clap' being used?\n",
"a: In simple language, it means\n",
"'to strike'.\n",
"Sentence: The wings of the birds clapped loudly .\n",
"q: How is the verb 'clap' being used?\n",
"a: In simple language, it means\n",
"'to strike'.\n",
"similarity: 383.642\n",
"intent: T\n",
"*************\n",
"ITEM: 998/1400\n",
"Sentence: Global warming denier ( see : Wikipedia : Global warming denial ) .\n",
"q: How is the word 'denier' being used?\n",
"a: In simple language, it means\n",
"'someone who denies something'.\n",
"Sentence: Holocaust denier ( see : Wikipedia : Holocaust denial ) .\n",
"q: How is the word 'denier' being used?\n",
"a: In simple language, it means\n",
"'someone who denies something'.\n",
"similarity: 408.617\n",
"intent: T\n",
"*************\n",
"ITEM: 999/1400\n",
"Sentence: To carry the war from Greece into Asia .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'to bring'.\n",
"Sentence: This crime carries a penalty of five years in prison .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'to have as a result'.\n",
"similarity: 240.864\n",
"intent: T\n",
"*************\n",
"ITEM: 1000/1400\n",
"Sentence: Demands for some form of separatism on grounds of religion have been perceived as a threat to mainstream education .\n",
"q: How is the word 'separatism' being used?\n",
"a: In simple language, it means\n",
"'a desire for separation'.\n",
"Sentence: Separatism is a serious problem in Quebec .\n",
"q: How is the word 'separatism' being used?\n",
"a: In simple language, it means\n",
"'a desire for separation'.\n",
"similarity: 369.245\n",
"intent: T\n",
"*************\n",
"ITEM: 1001/1400\n",
"Sentence: Weigh the good against the bad .\n",
"q: How is the word 'good' being used?\n",
"a: In simple language, it means\n",
"'the positive aspects'.\n",
"Sentence: Among the highest goods of all are happiness and self-realization .\n",
"q: How is the word 'good' being used?\n",
"a: In simple language, it means\n",
"'the most important things'.\n",
"similarity: 162.934\n",
"intent: T\n",
"*************\n",
"ITEM: 1002/1400\n",
"Sentence: He is out on bail .\n",
"q: How is the word 'bail' being used?\n",
"a: In simple language, it means\n",
"'money paid to get someone out of jail'.\n",
"Sentence: The judge set bail at $ 10,000 .\n",
"q: How is the word 'bail' being used?\n",
"a: In simple language, it means\n",
"'the amount of money set by the judge'.\n",
"similarity: 148.172\n",
"intent: T\n",
"*************\n",
"ITEM: 1003/1400\n",
"Sentence: A ten-day coach circuit of the island .\n",
"q: How is the word 'circuit' being used?\n",
"a: In simple language, it means\n",
"'a journey'.\n",
"Sentence: We took a quick circuit of the park .\n",
"q: How is the word 'circuit' being used?\n",
"a: In simple language, it means\n",
"'a journey'.\n",
"similarity: 400.482\n",
"intent: T\n",
"*************\n",
"ITEM: 1004/1400\n",
"Sentence: Ellen used a spreader to butter her bagel .\n",
"q: How is the word 'spreader' being used?\n",
"a: In simple language, it means\n",
"'a tool used to spread something'.\n",
"Sentence: He used his knife as a spreader .\n",
"q: How is the word 'spreader' being used?\n",
"a: In simple language, it means\n",
"'a tool used to spread something'.\n",
"similarity: 401.571\n",
"intent: T\n",
"*************\n",
"ITEM: 1005/1400\n",
"Sentence: It takes time to learn the setup around here .\n",
"q: How is the word 'setup' being used?\n",
"a: In simple language, it means\n",
"'the way things are arranged'.\n",
"Sentence: The classroom setup was simple and efficient .\n",
"q: How is the word 'setup' being used?\n",
"a: In simple language, it means\n",
"'the way things are arranged'.\n",
"similarity: 275.294\n",
"intent: T\n",
"*************\n",
"ITEM: 1006/1400\n",
"Sentence: This is a product of lime and nitric acid .\n",
"q: How is the word 'product' being used?\n",
"a: In simple language, it means\n",
"'something that is made'.\n",
"Sentence: A product of lime and nitric acid .\n",
"q: How is the word 'product' being used?\n",
"a: In simple language, it means\n",
"'something that is made'.\n",
"similarity: 369.591\n",
"intent: T\n",
"*************\n",
"ITEM: 1007/1400\n",
"Sentence: You 'll get your coat all muddy if you trail it around like that .\n",
"q: How is the verb 'trail' being used?\n",
"a: In simple language, it means\n",
"'to drag'.\n",
"Sentence: The bride 's veiled trailed along the ground .\n",
"q: How is the verb 'trail' being used?\n",
"a: In simple language, it means\n",
"'to be dragged'.\n",
"similarity: 377.542\n",
"intent: T\n",
"*************\n",
"ITEM: 1008/1400\n",
"Sentence: He had a funny walk .\n",
"q: How is the word 'walk' being used?\n",
"a: In simple language, it means\n",
"'the way someone walks'.\n",
"Sentence: The pitcher now has two walks in this inning alone .\n",
"q: How is the word 'walk' being used?\n",
"a: In simple language, it means\n",
"'an advance to first base by a batter'.\n",
"similarity: 134.814\n",
"intent: T\n",
"*************\n",
"ITEM: 1009/1400\n",
"Sentence: Do a drop for the telephone gang through the ceiling of the wiring closet .\n",
"q: How is the word 'gang' being used?\n",
"a: In simple language, it means\n",
"'a group of people'.\n",
"Sentence: A gang of wires .\n",
"q: How is the word 'gang' being used?\n",
"a: In simple language, it means\n",
"'a group of wires'.\n",
"similarity: 240.343\n",
"intent: T\n",
"*************\n",
"ITEM: 1010/1400\n",
"Sentence: He was a claimant to the throne .\n",
"q: How is the word 'claimant' being used?\n",
"a: In simple language, it means\n",
"'someone who claims to be the rightful heir to a throne'.\n",
"Sentence: Claimants of unemployment compensation .\n",
"q: How is the word 'claimant' being used?\n",
"a: In simple language, it means\n",
"'someone who claims to be entitled to unemployment compensation'.\n",
"similarity: 140.933\n",
"intent: T\n",
"*************\n",
"ITEM: 1011/1400\n",
"Sentence: They explored every avenue they could think of .\n",
"q: How is the word 'avenue' being used?\n",
"a: In simple language, it means\n",
"'a way to do something'.\n",
"Sentence: It promises to open new avenues to understanding .\n",
"q: How is the word 'avenue' being used?\n",
"a: In simple language, it means\n",
"'a way to do something'.\n",
"similarity: 310.392\n",
"intent: T\n",
"*************\n",
"ITEM: 1012/1400\n",
"Sentence: These apples need to mellow a bit more .\n",
"q: How is the verb 'mellow' being used?\n",
"a: In simple language, it means\n",
"'to become soft'.\n",
"Sentence: The sun mellowed the fruit .\n",
"q: How is the verb 'mellow' being used?\n",
"a: In simple language, it means\n",
"'to become soft'.\n",
"similarity: 420.159\n",
"intent: T\n",
"*************\n",
"ITEM: 1013/1400\n",
"Sentence: He played only draw and stud .\n",
"q: How is the word 'draw' being used?\n",
"a: In simple language, it means\n",
"'a card game'.\n",
"Sentence: John only had four cards of the same suit ; he had a drawing hand .\n",
"q: How is the word 'draw' being used?\n",
"a: In simple language, it means\n",
"'a hand of cards'.\n",
"similarity: 305.511\n",
"intent: T\n",
"*************\n",
"ITEM: 1014/1400\n",
"Sentence: Measures for the control of disease .\n",
"q: How is the word 'control' being used?\n",
"a: In simple language, it means\n",
"'to keep something under control'.\n",
"Sentence: They instituted controls over drinking on campus .\n",
"q: How is the word 'control' being used?\n",
"a: In simple language, it means\n",
"'to put limits on something'.\n",
"similarity: 230.643\n",
"intent: T\n",
"*************\n",
"ITEM: 1015/1400\n",
"Sentence: An emery wheel is the modern variation of a grindstone .\n",
"q: How is the word 'variation' being used?\n",
"a: In simple language, it means\n",
"'something that is similar to something else'.\n",
"Sentence: Any variation in his routine was immediately reported .\n",
"q: How is the word 'variation' being used?\n",
"a: In simple language, it means\n",
"'something that is different from something else'.\n",
"similarity: 227.297\n",
"intent: T\n",
"*************\n",
"ITEM: 1016/1400\n",
"Sentence: The amount he had in cash was insufficient .\n",
"q: How is the word 'amount' being used?\n",
"a: In simple language, it means\n",
"'a quantity of something'.\n",
"Sentence: The dogs need different amounts of food .\n",
"q: How is the word 'amount' being used?\n",
"a: In simple language, it means\n",
"'a quantity of something'.\n",
"similarity: 384.456\n",
"intent: T\n",
"*************\n",
"ITEM: 1017/1400\n",
"Sentence: We can not man all the desks .\n",
"q: How is the verb 'man' being used?\n",
"a: In simple language, it means\n",
"'to work'.\n",
"Sentence: Students were manning the booths .\n",
"q: How is the verb 'man' being used?\n",
"a: In simple language, it means\n",
"'to work'.\n",
"similarity: 360.739\n",
"intent: T\n",
"*************\n",
"ITEM: 1018/1400\n",
"Sentence: He refused to live in the governor 's residence .\n",
"q: How is the word 'residence' being used?\n",
"a: In simple language, it means\n",
"'a house'.\n",
"Sentence: A person can have several residences .\n",
"q: How is the word 'residence' being used?\n",
"a: In simple language, it means\n",
"'a house'.\n",
"similarity: 398.79\n",
"intent: T\n",
"*************\n",
"ITEM: 1019/1400\n",
"Sentence: We compel all students to fill out this form .\n",
"q: How is the verb 'compel' being used?\n",
"a: In simple language, it means\n",
"'to force'.\n",
"Sentence: Logic compels the wise , while fools feel compelled by emotions .\n",
"q: How is the verb 'compel' being used?\n",
"a: In simple language, it means\n",
"'to force'.\n",
"similarity: 392.326\n",
"intent: T\n",
"*************\n",
"ITEM: 1020/1400\n",
"Sentence: The eclat of a great achievement .\n",
"q: How is the word 'eclat' being used?\n",
"a: In simple language, it means\n",
"'a great achievement'.\n",
"Sentence: They gave him more eclat than he really deserved .\n",
"q: How is the word 'eclat' being used?\n",
"a: In simple language, it means\n",
"'honour'.\n",
"similarity: 122.364\n",
"intent: T\n",
"*************\n",
"ITEM: 1021/1400\n",
"Sentence: A slave to fashion .\n",
"q: How is the word 'slave' being used?\n",
"a: In simple language, it means\n",
"'a person who is forced to do something'.\n",
"Sentence: A slave to cocaine .\n",
"q: How is the word 'slave' being used?\n",
"a: In simple language, it means\n",
"'a person who is forced to do something'.\n",
"similarity: 251.153\n",
"intent: T\n",
"*************\n",
"ITEM: 1022/1400\n",
"Sentence: Please try not to overreact if she drives badly when she is first learning .\n",
"q: How is the verb 'overreact' being used?\n",
"a: In simple language, it means\n",
"'to react too much'.\n",
"Sentence: Do n't overreact to the bad news -- take it easy .\n",
"q: How is the verb 'overreact' being used?\n",
"a: In simple language, it means\n",
"'to react too much'.\n",
"similarity: 461.265\n",
"intent: T\n",
"*************\n",
"ITEM: 1023/1400\n",
"Sentence: She tried to think of some killer of an argument , a real zinger that would disarm all opposition .\n",
"q: How is the word 'zinger' being used?\n",
"a: In simple language, it means\n",
"'a clever remark'.\n",
"Sentence: He always greeted me with a new zinger .\n",
"q: How is the word 'zinger' being used?\n",
"a: In simple language, it means\n",
"'a clever remark'.\n",
"similarity: 421.985\n",
"intent: T\n",
"*************\n",
"ITEM: 1024/1400\n",
"Sentence: To tread land when too light .\n",
"q: How is the verb 'tread' being used?\n",
"a: In simple language, it means\n",
"'to walk'.\n",
"Sentence: For fools rush in where angels fear to tread .\n",
"q: How is the verb 'tread' being used?\n",
"a: In simple language, it means\n",
"'to enter'.\n",
"similarity: 251.317\n",
"intent: T\n",
"*************\n",
"ITEM: 1025/1400\n",
"Sentence: To lay a body in the grave .\n",
"q: How is the verb 'lay' being used?\n",
"a: In simple language, it means\n",
"'to put'.\n",
"Sentence: Lay the books on the table .\n",
"q: How is the verb 'lay' being used?\n",
"a: In simple language, it means\n",
"'to put'.\n",
"similarity: 394.776\n",
"intent: T\n",
"*************\n",
"ITEM: 1026/1400\n",
"Sentence: Refrigeration delayed the softening of the fruit .\n",
"q: How is the word 'softening' being used?\n",
"a: In simple language, it means\n",
"'to become softer'.\n",
"Sentence: He observed the softening of iron by heat .\n",
"q: How is the word 'softening' being used?\n",
"a: In simple language, it means\n",
"'to become softer'.\n",
"similarity: 455.778\n",
"intent: T\n",
"*************\n",
"ITEM: 1027/1400\n",
"Sentence: You can lead a horse to water but you ca n't make him drink .\n",
"q: How is the verb 'drink' being used?\n",
"a: In simple language, it means\n",
"'to follow'.\n",
"Sentence: Cynthia drank the wine .\n",
"q: How is the verb 'drink' being used?\n",
"a: In simple language, it means\n",
"'to consume'.\n",
"similarity: 188.313\n",
"intent: T\n",
"*************\n",
"ITEM: 1028/1400\n",
"Sentence: The program was withdrawn because of the squeamishness of some viewers .\n",
"q: How is the word 'squeamishness' being used?\n",
"a: In simple language, it means\n",
"'a feeling of disgust'.\n",
"Sentence: He refused to allow squeamishness to deter him from his duty .\n",
"q: How is the word 'squeamishness' being used?\n",
"a: In simple language, it means\n",
"'a feeling of disgust'.\n",
"similarity: 331.634\n",
"intent: T\n",
"*************\n",
"ITEM: 1029/1400\n",
"Sentence: You may need that at a later date .\n",
"q: How is the word 'date' being used?\n",
"a: In simple language, it means\n",
"'a time in the future'.\n",
"Sentence: They hoped to get together at an early date .\n",
"q: How is the word 'date' being used?\n",
"a: In simple language, it means\n",
"'a time in the future'.\n",
"similarity: 280.698\n",
"intent: T\n",
"*************\n",
"ITEM: 1030/1400\n",
"Sentence: The main forms of oat are meal and bran .\n",
"q: How is the word 'oat' being used?\n",
"a: In simple language, it means\n",
"'a cereal grass'.\n",
"Sentence: The oat stalks made good straw .\n",
"q: How is the word 'oat' being used?\n",
"a: In simple language, it means\n",
"'a cereal grass'.\n",
"similarity: 538.769\n",
"intent: T\n",
"*************\n",
"ITEM: 1031/1400\n",
"Sentence: They shared a community of possessions .\n",
"q: How is the word 'community' being used?\n",
"a: In simple language, it means\n",
"'a group of people'.\n",
"Sentence: A community is infinitely more brutalised by the habitual employment of punishment than it is by the occasional occurrence of crime ( Oscar Wilde ) .\n",
"q: How is the word 'community' being used?\n",
"a: In simple language, it means\n",
"'a group of people'.\n",
"similarity: 300.54\n",
"intent: T\n",
"*************\n",
"ITEM: 1032/1400\n",
"Sentence: A change soon put a period to my tranquility .\n",
"q: How is the word 'period' being used?\n",
"a: In simple language, it means\n",
"'the end of something'.\n",
"Sentence: Death put a period to his endeavors .\n",
"q: How is the word 'period' being used?\n",
"a: In simple language, it means\n",
"'the end of something'.\n",
"similarity: 288.152\n",
"intent: T\n",
"*************\n",
"ITEM: 1033/1400\n",
"Sentence: Unlock the door .\n",
"q: How is the verb 'unlock' being used?\n",
"a: In simple language, it means\n",
"'to open'.\n",
"Sentence: I unlocked the door and walked in .\n",
"q: How is the verb 'unlock' being used?\n",
"a: In simple language, it means\n",
"'to open' and 'to enter'.\n",
"similarity: 347.864\n",
"intent: T\n",
"*************\n",
"ITEM: 1034/1400\n",
"Sentence: This piece wo n't fit into the puzzle .\n",
"q: How is the verb 'fit' being used?\n",
"a: In simple language, it means\n",
"'to match'.\n",
"Sentence: I wanted to borrow my little sister 's jeans , but they did n't fit .\n",
"q: How is the verb 'fit' being used?\n",
"a: In simple language, it means\n",
"'to match'.\n",
"similarity: 398.117\n",
"intent: T\n",
"*************\n",
"ITEM: 1035/1400\n",
"Sentence: The room had only a bed and chair .\n",
"q: How is the word 'bed' being used?\n",
"a: In simple language, it means\n",
"'a place to sleep'.\n",
"Sentence: He sat on the edge of the bed .\n",
"q: How is the word 'bed' being used?\n",
"a: In simple language, it means\n",
"'the place where one sleeps'.\n",
"similarity: 214.474\n",
"intent: T\n",
"*************\n",
"ITEM: 1036/1400\n",
"Sentence: Have a postdoc .\n",
"q: How is the verb 'have' being used?\n",
"a: In simple language, it means\n",
"'to have a job'.\n",
"Sentence: She has $ 1,000 in the bank .\n",
"q: How is the verb 'have' being used?\n",
"a: In simple language, it means\n",
"'to possess'.\n",
"similarity: 126.457\n",
"intent: T\n",
"*************\n",
"ITEM: 1037/1400\n",
"Sentence: I 'll have to resolve the equation with the new values .\n",
"q: How is the verb 'resolve' being used?\n",
"a: In simple language, it means\n",
"'to solve'.\n",
"Sentence: Can this image be resolved ?\n",
"q: How is the verb 'resolve' being used?\n",
"a: In simple language, it means\n",
"'to be able to see'.\n",
"similarity: 186.692\n",
"intent: T\n",
"*************\n",
"ITEM: 1038/1400\n",
"Sentence: He bought some reading material at the airport .\n",
"q: How is the word 'reading' being used?\n",
"a: In simple language, it means\n",
"'something that can be read'.\n",
"Sentence: The teacher assigned new readings .\n",
"q: How is the word 'reading' being used?\n",
"a: In simple language, it means\n",
"'something that can be read'.\n",
"similarity: 328.114\n",
"intent: T\n",
"*************\n",
"ITEM: 1039/1400\n",
"Sentence: In spite of his troubles he never gave up hope .\n",
"q: How is the word 'hope' being used?\n",
"a: In simple language, it means\n",
"'to have a feeling that something will happen'.\n",
"Sentence: He was their best hope for a victory .\n",
"q: How is the word 'hope' being used?\n",
"a: In simple language, it means\n",
"'to have a feeling that something will happen'.\n",
"similarity: 253.879\n",
"intent: T\n",
"*************\n",
"ITEM: 1040/1400\n",
"Sentence: Do n't digress when you give a lecture .\n",
"q: How is the verb 'digress' being used?\n",
"a: In simple language, it means\n",
"'to go off the subject'.\n",
"Sentence: She always digresses when telling a story .\n",
"q: How is the verb 'digress' being used?\n",
"a: In simple language, it means\n",
"'to go off the subject'.\n",
"similarity: 335.225\n",
"intent: T\n",
"*************\n",
"ITEM: 1041/1400\n",
"Sentence: Someone in the audience began to cough .\n",
"q: How is the word 'audience' being used?\n",
"a: In simple language, it means\n",
"'a group of people'.\n",
"Sentence: We joined the audience just as the lights went down .\n",
"q: How is the word 'audience' being used?\n",
"a: In simple language, it means\n",
"'a group of people'.\n",
"similarity: 300.54\n",
"intent: T\n",
"*************\n",
"ITEM: 1042/1400\n",
"Sentence: Do you care to try this dish ?\n",
"q: How is the verb 'care' being used?\n",
"a: In simple language, it means\n",
"'to be interested in'.\n",
"Sentence: The nurse was caring for the wounded .\n",
"q: How is the verb 'care' being used?\n",
"a: In simple language, it means\n",
"'to take care of'.\n",
"similarity: 189.794\n",
"intent: T\n",
"*************\n",
"ITEM: 1043/1400\n",
"Sentence: Head the fish .\n",
"q: How is the verb 'head' being used?\n",
"a: In simple language, it means\n",
"'to cut off the head of'.\n",
"Sentence: The salmon are first headed and then scaled .\n",
"q: How is the verb 'head' being used?\n",
"a: In simple language, it means\n",
"'to cut off the head of'.\n",
"similarity: 251.98\n",
"intent: T\n",
"*************\n",
"ITEM: 1044/1400\n",
"Sentence: Tease tissue for microscopic examinations .\n",
"q: How is the verb 'tease' being used?\n",
"a: In simple language, it means\n",
"'to pull apart'.\n",
"Sentence: She has a way of teasing men with her flirtatious behavior .\n",
"q: How is the verb 'tease' being used?\n",
"a: In simple language, it means\n",
"'to flirt'.\n",
"similarity: 116.281\n",
"intent: T\n",
"*************\n",
"ITEM: 1045/1400\n",
"Sentence: File one 's fingernails .\n",
"q: How is the verb 'file' being used?\n",
"a: In simple language, it means\n",
"'to smooth'.\n",
"Sentence: File these bills , please .\n",
"q: How is the verb 'file' being used?\n",
"a: In simple language, it means\n",
"'to arrange'.\n",
"similarity: 252.361\n",
"intent: T\n",
"*************\n",
"ITEM: 1046/1400\n",
"Sentence: Smoking stinks .\n",
"q: How is the word 'smoking' being used?\n",
"a: In simple language, it means\n",
"'the act of smoking'.\n",
"Sentence: Smoking is permitted .\n",
"q: How is the word 'smoking' being used?\n",
"a: In simple language, it means\n",
"'the act of smoking'.\n",
"similarity: 334.454\n",
"intent: T\n",
"*************\n",
"ITEM: 1047/1400\n",
"Sentence: Her entrance attracted no attention whatsoever .\n",
"q: How is the word 'entrance' being used?\n",
"a: In simple language, it means\n",
"'the act of entering'.\n",
"Sentence: She made a grand entrance .\n",
"q: How is the word 'entrance' being used?\n",
"a: In simple language, it means\n",
"'the act of entering'.\n",
"similarity: 318.934\n",
"intent: T\n",
"*************\n",
"ITEM: 1048/1400\n",
"Sentence: He is serving for the game .\n",
"q: How is the word 'game' being used?\n",
"a: In simple language, it means\n",
"'a competition'.\n",
"Sentence: The game lasted two hours .\n",
"q: How is the word 'game' being used?\n",
"a: In simple language, it means\n",
"'a competition'.\n",
"similarity: 477.694\n",
"intent: T\n",
"*************\n",
"ITEM: 1049/1400\n",
"Sentence: The more remote the body the less the gravity .\n",
"q: How is the word 'gravity' being used?\n",
"a: In simple language, it means\n",
"'the force that pulls things down'.\n",
"Sentence: Gravity is weaker than electromagnetism , but affects all matter and energy .\n",
"q: How is the word 'gravity' being used?\n",
"a: In simple language, it means\n",
"'the force that pulls things down'.\n",
"similarity: 308.635\n",
"intent: T\n",
"*************\n",
"ITEM: 1050/1400\n",
"Sentence: He got a scoop on the bribery of city officials .\n",
"q: How is the word 'scoop' being used?\n",
"a: In simple language, it means\n",
"'a piece of news'.\n",
"Sentence: He used a scoop to serve the ice cream .\n",
"q: How is the word 'scoop' being used?\n",
"a: In simple language, it means\n",
"'a utensil used to serve food'.\n",
"similarity: 116.194\n",
"intent: T\n",
"*************\n",
"ITEM: 1051/1400\n",
"Sentence: The determination of molecular structures .\n",
"q: How is the word 'determination' being used?\n",
"a: In simple language, it means\n",
"'the act of finding out'.\n",
"Sentence: His determination showed in his every movement .\n",
"q: How is the word 'determination' being used?\n",
"a: In simple language, it means\n",
"'the act of showing'.\n",
"similarity: 175.989\n",
"intent: T\n",
"*************\n",
"ITEM: 1052/1400\n",
"Sentence: You can stay with me while you are in town .\n",
"q: How is the verb 'stay' being used?\n",
"a: In simple language, it means\n",
"'to remain'.\n",
"Sentence: Stay a bit longer -- the day is still young .\n",
"q: How is the verb 'stay' being used?\n",
"a: In simple language, it means\n",
"'to remain'.\n",
"similarity: 368.556\n",
"intent: T\n",
"*************\n",
"ITEM: 1053/1400\n",
"Sentence: The money will sustain our good cause .\n",
"q: How is the verb 'sustain' being used?\n",
"a: In simple language, it means\n",
"'to keep alive'.\n",
"Sentence: She alone sustained her family .\n",
"q: How is the verb 'sustain' being used?\n",
"a: In simple language, it means\n",
"'to keep alive'.\n",
"similarity: 332.486\n",
"intent: T\n",
"*************\n",
"ITEM: 1054/1400\n",
"Sentence: It defines a major contour of this administration .\n",
"q: How is the word 'contour' being used?\n",
"a: In simple language, it means\n",
"'shape'.\n",
"Sentence: The contours of the melody .\n",
"q: How is the word 'contour' being used?\n",
"a: In simple language, it means\n",
"'the outline of something'.\n",
"similarity: 346.38\n",
"intent: T\n",
"*************\n",
"ITEM: 1055/1400\n",
"Sentence: My youngest child is forty-three .\n",
"q: How is the word 'child' being used?\n",
"a: In simple language, it means\n",
"'a young person'.\n",
"Sentence: They had three children .\n",
"q: How is the word 'child' being used?\n",
"a: In simple language, it means\n",
"'a young person'.\n",
"similarity: 370.636\n",
"intent: T\n",
"*************\n",
"ITEM: 1056/1400\n",
"Sentence: Elaborate a plan .\n",
"q: How is the verb 'elaborate' being used?\n",
"a: In simple language, it means\n",
"'to make something more detailed'.\n",
"Sentence: Could you elaborate on the plot for your novel for me ?\n",
"q: How is the verb 'elaborate' being used?\n",
"a: In simple language, it means\n",
"'to make something more detailed'.\n",
"similarity: 366.394\n",
"intent: T\n",
"*************\n",
"ITEM: 1057/1400\n",
"Sentence: Cradle gold .\n",
"q: How is the verb 'cradle' being used?\n",
"a: In simple language, it means\n",
"'to hold something in your arms'.\n",
"Sentence: He cradled the infant in his arms .\n",
"q: How is the verb 'cradle' being used?\n",
"a: In simple language, it means\n",
"'to hold something in your arms'.\n",
"similarity: 321.839\n",
"intent: T\n",
"*************\n",
"ITEM: 1058/1400\n",
"Sentence: Companies sometimes pay millions for product endorsement by celebrities .\n",
"q: How is the word 'endorsement' being used?\n",
"a: In simple language, it means\n",
"'approval'.\n",
"Sentence: A star athlete can make a lot of money from endorsements .\n",
"q: How is the word 'endorsement' being used?\n",
"a: In simple language, it means\n",
"'promotion'.\n",
"similarity: 206.89\n",
"intent: T\n",
"*************\n",
"ITEM: 1059/1400\n",
"Sentence: A prominent vascularity .\n",
"q: How is the word 'vascularity' being used?\n",
"a: In simple language, it means\n",
"'a network of blood vessels'.\n",
"Sentence: Reduced bodyfat brought out the vascularity in his arms .\n",
"q: How is the word 'vascularity' being used?\n",
"a: In simple language, it means\n",
"'a network of blood vessels'.\n",
"similarity: 345.377\n",
"intent: T\n",
"*************\n",
"ITEM: 1060/1400\n",
"Sentence: He was dressed in grey .\n",
"q: How is the word 'grey' being used?\n",
"a: In simple language, it means\n",
"'a colour'.\n",
"Sentence: The Confederate army was a vast grey .\n",
"q: How is the word 'grey' being used?\n",
"a: In simple language, it means\n",
"'a large number of people'.\n",
"similarity: 171.257\n",
"intent: T\n",
"*************\n",
"ITEM: 1061/1400\n",
"Sentence: He has a lot of interest in vintage cars .\n",
"q: How is the word 'interest' being used?\n",
"a: In simple language, it means\n",
"'a feeling of being interested in something'.\n",
"Sentence: How much interest do you pay on your mortgage ?\n",
"q: How is the word 'interest' being used?\n",
"a: In simple language, it means\n",
"'the amount of money that you pay to use a bank's money'.\n",
"similarity: 75.946\n",
"intent: T\n",
"*************\n",
"ITEM: 1062/1400\n",
"Sentence: Inhale the fresh mountain air .\n",
"q: How is the verb 'inhale' being used?\n",
"a: In simple language, it means\n",
"'to breathe'.\n",
"Sentence: Inhale deeply .\n",
"q: How is the verb 'inhale' being used?\n",
"a: In simple language, it means\n",
"'to breathe deeply'.\n",
"similarity: 331.703\n",
"intent: T\n",
"*************\n",
"ITEM: 1063/1400\n",
"Sentence: The eagle is a symbol of the United States .\n",
"q: How is the word 'symbol' being used?\n",
"a: In simple language, it means\n",
"'something that represents something else'.\n",
"Sentence: Chinese people use word symbols for writing .\n",
"q: How is the word 'symbol' being used?\n",
"a: In simple language, it means\n",
"'a letter or character that represents a word or idea'.\n",
"similarity: 264.829\n",
"intent: T\n",
"*************\n",
"ITEM: 1064/1400\n",
"Sentence: They have a southpaw on the mound .\n",
"q: How is the word 'mound' being used?\n",
"a: In simple language, it means\n",
"'a raised area of ground'.\n",
"Sentence: They built small mounds to hide behind .\n",
"q: How is the word 'mound' being used?\n",
"a: In simple language, it means\n",
"'a small hill'.\n",
"similarity: 230.698\n",
"intent: T\n",
"*************\n",
"ITEM: 1065/1400\n",
"Sentence: The still-life has been a popular genre in painting since the 17th century .\n",
"q: How is the word 'genre' being used?\n",
"a: In simple language, it means\n",
"'type of art'.\n",
"Sentence: The computer game Half-Life redefined the first-person shooter genre .\n",
"q: How is the word 'genre' being used?\n",
"a: In simple language, it means\n",
"'type of computer game'.\n",
"similarity: 271.326\n",
"intent: T\n",
"*************\n",
"ITEM: 1066/1400\n",
"Sentence: Train of mourners .\n",
"q: How is the word 'train' being used?\n",
"a: In simple language, it means\n",
"'a line of people or vehicles'.\n",
"Sentence: Express trains do n't stop at Princeton Junction .\n",
"q: How is the word 'train' being used?\n",
"a: In simple language, it means\n",
"'a line of vehicles'.\n",
"similarity: 235.904\n",
"intent: T\n",
"*************\n",
"ITEM: 1067/1400\n",
"Sentence: The controversy brought clearly into focus an important difference of opinion .\n",
"q: How is the word 'focus' being used?\n",
"a: In simple language, it means\n",
"'the main point'.\n",
"Sentence: I believe I can bring the high degree of focus required for this important job .\n",
"q: How is the word 'focus' being used?\n",
"a: In simple language, it means\n",
"'the ability to concentrate'.\n",
"similarity: 126.176\n",
"intent: T\n",
"*************\n",
"ITEM: 1068/1400\n",
"Sentence: He was responsible for the procurement of materials and supplies .\n",
"q: How is the word 'procurement' being used?\n",
"a: In simple language, it means\n",
"'the act of getting something'.\n",
"Sentence: I have a lot of experience in the procurement of construction materials and sub-contracts .\n",
"q: How is the word 'procurement' being used?\n",
"a: In simple language, it means\n",
"'the act of getting something'.\n",
"similarity: 308.691\n",
"intent: T\n",
"*************\n",
"ITEM: 1069/1400\n",
"Sentence: Mediate between the old and the new .\n",
"q: How is the verb 'mediate' being used?\n",
"a: In simple language, it means\n",
"'to act as a middleman'.\n",
"Sentence: He mediated a settlement .\n",
"q: How is the verb 'mediate' being used?\n",
"a: In simple language, it means\n",
"'to bring about a settlement'.\n",
"similarity: 161.4\n",
"intent: T\n",
"*************\n",
"ITEM: 1070/1400\n",
"Sentence: Bring comments .\n",
"q: How is the verb 'bring' being used?\n",
"a: In simple language, it means\n",
"'to take'.\n",
"Sentence: Bring water to the boiling point .\n",
"q: How is the verb 'bring' being used?\n",
"a: In simple language, it means\n",
"'to take'.\n",
"similarity: 355.062\n",
"intent: T\n",
"*************\n",
"ITEM: 1071/1400\n",
"Sentence: All the world 's a stage -- Shakespeare .\n",
"q: How is the word 'stage' being used?\n",
"a: In simple language, it means\n",
"'the world'.\n",
"Sentence: The stage pulled into town carrying the payroll for the mill and three ladies .\n",
"q: How is the word 'stage' being used?\n",
"a: In simple language, it means\n",
"'a vehicle'.\n",
"similarity: 132.941\n",
"intent: T\n",
"*************\n",
"ITEM: 1072/1400\n",
"Sentence: Passing grades account for half of the grades given in this exam .\n",
"q: How is the verb 'account' being used?\n",
"a: In simple language, it means\n",
"'to be responsible for'.\n",
"Sentence: I ca n't account for the missing money .\n",
"q: How is the verb 'account' being used?\n",
"a: In simple language, it means\n",
"'to be responsible for'.\n",
"similarity: 299.636\n",
"intent: T\n",
"*************\n",
"ITEM: 1073/1400\n",
"Sentence: To pluck at somebody 's sleeve .\n",
"q: How is the verb 'pluck' being used?\n",
"a: In simple language, it means\n",
"'to pull'.\n",
"Sentence: He plucked the strings of his mandolin .\n",
"q: How is the verb 'pluck' being used?\n",
"a: In simple language, it means\n",
"'to play'.\n",
"similarity: 216.895\n",
"intent: T\n",
"*************\n",
"ITEM: 1074/1400\n",
"Sentence: Lighten the burden of caring for her elderly parents .\n",
"q: How is the verb 'lighten' being used?\n",
"a: In simple language, it means\n",
"'to make easier'.\n",
"Sentence: She lightened the load on the tired donkey .\n",
"q: How is the verb 'lighten' being used?\n",
"a: In simple language, it means\n",
"'to make easier'.\n",
"similarity: 391.042\n",
"intent: T\n",
"*************\n",
"ITEM: 1075/1400\n",
"Sentence: This cup has a chip in it .\n",
"q: How is the word 'chip' being used?\n",
"a: In simple language, it means\n",
"'a small piece'.\n",
"Sentence: Potato chip , tortilla chip .\n",
"q: How is the word 'chip' being used?\n",
"a: In simple language, it means\n",
"'a small piece'.\n",
"similarity: 396.871\n",
"intent: T\n",
"*************\n",
"ITEM: 1076/1400\n",
"Sentence: His trembling was evidence of his fear .\n",
"q: How is the word 'evidence' being used?\n",
"a: In simple language, it means\n",
"'a sign of something'.\n",
"Sentence: There is no evidence that anyone was here earlier .\n",
"q: How is the word 'evidence' being used?\n",
"a: In simple language, it means\n",
"'proof'.\n",
"similarity: 123.556\n",
"intent: T\n",
"*************\n",
"ITEM: 1077/1400\n",
"Sentence: Gurdjieff connects this type of breathing with yogi breathing .\n",
"q: How is the word 'yogi' being used?\n",
"a: In simple language, it means\n",
"'a person who practices yoga'.\n",
"Sentence: It 's a yogi trick of some sort .\n",
"q: How is the word 'yogi' being used?\n",
"a: In simple language, it means\n",
"'a person who practices yoga'.\n",
"similarity: 319.583\n",
"intent: T\n",
"*************\n",
"ITEM: 1078/1400\n",
"Sentence: I wonder whether this was the right thing to do .\n",
"q: How is the verb 'wonder' being used?\n",
"a: In simple language, it means\n",
"'to think'.\n",
"Sentence: She wondered whether it would snow tonight .\n",
"q: How is the verb 'wonder' being used?\n",
"a: In simple language, it means\n",
"'to think'.\n",
"similarity: 337.972\n",
"intent: T\n",
"*************\n",
"ITEM: 1079/1400\n",
"Sentence: The American colony in Paris .\n",
"q: How is the word 'colony' being used?\n",
"a: In simple language, it means\n",
"'a group of people who live in a new place'.\n",
"Sentence: An artists ' colony .\n",
"q: How is the word 'colony' being used?\n",
"a: In simple language, it means\n",
"'a group of artists who live in a new place'.\n",
"similarity: 237.225\n",
"intent: T\n",
"*************\n",
"ITEM: 1080/1400\n",
"Sentence: A grain of sugar .\n",
"q: How is the word 'grain' being used?\n",
"a: In simple language, it means\n",
"'a small amount'.\n",
"Sentence: Wheat is a grain that is grown in Kansas .\n",
"q: How is the word 'grain' being used?\n",
"a: In simple language, it means\n",
"'a type of plant'.\n",
"similarity: 179.561\n",
"intent: T\n",
"*************\n",
"ITEM: 1081/1400\n",
"Sentence: His rudeness was inexcusable .\n",
"q: How is the word 'rudeness' being used?\n",
"a: In simple language, it means\n",
"'bad manners'.\n",
"Sentence: The rudeness of the cabin gave it a rustic charm but little comfort .\n",
"q: How is the word 'rudeness' being used?\n",
"a: In simple language, it means\n",
"'bad manners'.\n",
"similarity: 462.061\n",
"intent: T\n",
"*************\n",
"ITEM: 1082/1400\n",
"Sentence: The policy so far is all stick and no carrot .\n",
"q: How is the word 'stick' being used?\n",
"a: In simple language, it means\n",
"'punishment'.\n",
"Sentence: Cigarettes are taxed at one dollar per stick .\n",
"q: How is the word 'stick' being used?\n",
"a: In simple language, it means\n",
"'one cigarette'.\n",
"similarity: 153.264\n",
"intent: T\n",
"*************\n",
"ITEM: 1083/1400\n",
"Sentence: Injuries have shortened the bench .\n",
"q: How is the word 'bench' being used?\n",
"a: In simple language, it means\n",
"'the players who are not playing'.\n",
"Sentence: She placed the workpiece on the bench , inspected it closely , and opened the cover .\n",
"q: How is the word 'bench' being used?\n",
"a: In simple language, it means\n",
"'the worktable'.\n",
"similarity: 76.824\n",
"intent: T\n",
"*************\n",
"ITEM: 1084/1400\n",
"Sentence: We should put a cap on the salaries , to keep them under control .\n",
"q: How is the word 'cap' being used?\n",
"a: In simple language, it means\n",
"'a limit'.\n",
"Sentence: They established a cap for prices .\n",
"q: How is the word 'cap' being used?\n",
"a: In simple language, it means\n",
"'a limit'.\n",
"similarity: 480.274\n",
"intent: T\n",
"*************\n",
"ITEM: 1085/1400\n",
"Sentence: Quick , grab that umbrella before you get rained on !\n",
"q: How is the word 'umbrella' being used?\n",
"a: In simple language, it means\n",
"'a device used to protect from rain'.\n",
"Sentence: An air umbrella over England .\n",
"q: How is the word 'umbrella' being used?\n",
"a: In simple language, it means\n",
"'a large area of air'.\n",
"similarity: 113.061\n",
"intent: T\n",
"*************\n",
"ITEM: 1086/1400\n",
"Sentence: A coat of seal .\n",
"q: How is the word 'seal' being used?\n",
"a: In simple language, it means\n",
"'a coat of paint'.\n",
"Sentence: Close the lid tightly to get a good seal .\n",
"q: How is the word 'seal' being used?\n",
"a: In simple language, it means\n",
"'to close something tightly'.\n",
"similarity: 140.985\n",
"intent: T\n",
"*************\n",
"ITEM: 1087/1400\n",
"Sentence: Stir the soup .\n",
"q: How is the verb 'stir' being used?\n",
"a: In simple language, it means\n",
"'to mix'.\n",
"Sentence: Stir the soil .\n",
"q: How is the verb 'stir' being used?\n",
"a: In simple language, it means\n",
"'to mix'.\n",
"similarity: 446.631\n",
"intent: T\n",
"*************\n",
"ITEM: 1088/1400\n",
"Sentence: Issue a new uniform to the children .\n",
"q: How is the verb 'issue' being used?\n",
"a: In simple language, it means\n",
"'to give'.\n",
"Sentence: Water issued from the hole in the wall .\n",
"q: How is the verb 'issue' being used?\n",
"a: In simple language, it means\n",
"'to flow'.\n",
"similarity: 210.659\n",
"intent: T\n",
"*************\n",
"ITEM: 1089/1400\n",
"Sentence: He did not want to subject himself to the judgments of his superiors .\n",
"q: How is the verb 'subject' being used?\n",
"a: In simple language, it means\n",
"'to expose'.\n",
"Sentence: The sergeant subjected the new recruits to many drills .\n",
"q: How is the verb 'subject' being used?\n",
"a: In simple language, it means\n",
"'to put under the authority of'.\n",
"similarity: 220.465\n",
"intent: T\n",
"*************\n",
"ITEM: 1090/1400\n",
"Sentence: His goal was the repression of insolence .\n",
"q: How is the word 'repression' being used?\n",
"a: In simple language, it means\n",
"'the act of putting down'.\n",
"Sentence: The long repression of Christian sects .\n",
"q: How is the word 'repression' being used?\n",
"a: In simple language, it means\n",
"'the act of putting down'.\n",
"similarity: 314.139\n",
"intent: T\n",
"*************\n",
"ITEM: 1091/1400\n",
"Sentence: Self-confidence is not an endearing property .\n",
"q: How is the word 'property' being used?\n",
"a: In simple language, it means\n",
"'a characteristic'.\n",
"Sentence: The president was concerned about the property across from the White House .\n",
"q: How is the word 'property' being used?\n",
"a: In simple language, it means\n",
"'land'.\n",
"similarity: 142.837\n",
"intent: T\n",
"*************\n",
"ITEM: 1092/1400\n",
"Sentence: I do n't know what to do -- I may as well flip a coin !\n",
"q: How is the verb 'flip' being used?\n",
"a: In simple language, it means\n",
"'to toss'.\n",
"Sentence: Flip me the beachball .\n",
"q: How is the verb 'flip' being used?\n",
"a: In simple language, it means\n",
"'to toss'.\n",
"similarity: 435.458\n",
"intent: T\n",
"*************\n",
"ITEM: 1093/1400\n",
"Sentence: The foundation provided support for the experiment .\n",
"q: How is the word 'support' being used?\n",
"a: In simple language, it means\n",
"'help'.\n",
"Sentence: The policy found little public support .\n",
"q: How is the word 'support' being used?\n",
"a: In simple language, it means\n",
"'approval'.\n",
"similarity: 232.334\n",
"intent: T\n",
"*************\n",
"ITEM: 1094/1400\n",
"Sentence: He was arrested on a charge of larceny .\n",
"q: How is the word 'charge' being used?\n",
"a: In simple language, it means\n",
"'accusation'.\n",
"Sentence: That 's a slanderous charge of abuse of trust .\n",
"q: How is the word 'charge' being used?\n",
"a: In simple language, it means\n",
"'statement'.\n",
"similarity: 202.33\n",
"intent: T\n",
"*************\n",
"ITEM: 1095/1400\n",
"Sentence: The absorption of light , heat , electricity , etc .\n",
"q: How is the word 'absorption' being used?\n",
"a: In simple language, it means\n",
"'the process of taking in'.\n",
"Sentence: The absorption of photons by atoms or molecules .\n",
"q: How is the word 'absorption' being used?\n",
"a: In simple language, it means\n",
"'the process of taking in'.\n",
"similarity: 315.054\n",
"intent: T\n",
"*************\n",
"ITEM: 1096/1400\n",
"Sentence: His chair sat in a puddle of books and magazines .\n",
"q: How is the word 'puddle' being used?\n",
"a: In simple language, it means\n",
"'a small amount of water'.\n",
"Sentence: There were puddles of muddy water in the road after the rain .\n",
"q: How is the word 'puddle' being used?\n",
"a: In simple language, it means\n",
"'a small amount of water'.\n",
"similarity: 306.184\n",
"intent: T\n",
"*************\n",
"ITEM: 1097/1400\n",
"Sentence: Give the door a hard push if it sticks .\n",
"q: How is the word 'push' being used?\n",
"a: In simple language, it means\n",
"'to press something'.\n",
"Sentence: Let 's give one last push on our advertising campaign .\n",
"q: How is the word 'push' being used?\n",
"a: In simple language, it means\n",
"'to try hard'.\n",
"similarity: 212.044\n",
"intent: T\n",
"*************\n",
"ITEM: 1098/1400\n",
"Sentence: Ships ply the waters near the coast .\n",
"q: How is the verb 'ply' being used?\n",
"a: In simple language, it means\n",
"'to travel regularly'.\n",
"Sentence: He plied his ax with bloody results .\n",
"q: How is the verb 'ply' being used?\n",
"a: In simple language, it means\n",
"'to use something regularly'.\n",
"similarity: 342.331\n",
"intent: T\n",
"*************\n",
"ITEM: 1099/1400\n",
"Sentence: He followed the deer 's slot over the soft turf to the edge of the trees .\n",
"q: How is the word 'slot' being used?\n",
"a: In simple language, it means\n",
"'a path'.\n",
"Sentence: The TV program has a new time slot .\n",
"q: How is the word 'slot' being used?\n",
"a: In simple language, it means\n",
"'a time period'.\n",
"similarity: 191.2\n",
"intent: T\n",
"*************\n",
"ITEM: 1100/1400\n",
"Sentence: Let 's recapitulate the main ideas .\n",
"q: How is the verb 'recapitulate' being used?\n",
"a: In simple language, it means\n",
"'to summarize'.\n",
"Sentence: Ontogeny recapitulates phylogeny .\n",
"q: How is the verb 'recapitulate' being used?\n",
"a: In simple language, it means\n",
"'to repeat'.\n",
"similarity: 242.266\n",
"intent: T\n",
"*************\n",
"ITEM: 1101/1400\n",
"Sentence: He climbed the steep slope .\n",
"q: How is the word 'slope' being used?\n",
"a: In simple language, it means\n",
"'a surface that is not flat'.\n",
"Sentence: The slope of a parabola increases linearly with x.\n",
"q: How is the word 'slope' being used?\n",
"a: In simple language, it means\n",
"'the rate of change of a function'.\n",
"similarity: 94.311\n",
"intent: T\n",
"*************\n",
"ITEM: 1102/1400\n",
"Sentence: Tap beer in a bar .\n",
"q: How is the verb 'tap' being used?\n",
"a: In simple language, it means\n",
"'to open a keg of beer'.\n",
"Sentence: He was tapping his fingers on the table impatiently .\n",
"q: How is the verb 'tap' being used?\n",
"a: In simple language, it means\n",
"'to hit with the fingers'.\n",
"similarity: 102.865\n",
"intent: T\n",
"*************\n",
"ITEM: 1103/1400\n",
"Sentence: Simmer the sauce .\n",
"q: How is the verb 'simmer' being used?\n",
"a: In simple language, it means\n",
"'to cook slowly'.\n",
"Sentence: Simmering water .\n",
"q: How is the verb 'simmer' being used?\n",
"a: In simple language, it means\n",
"'to boil'.\n",
"similarity: 276.114\n",
"intent: T\n",
"*************\n",
"ITEM: 1104/1400\n",
"Sentence: Past tense .\n",
"q: How is the word 'past' being used?\n",
"a: In simple language, it means\n",
"'the time before now'.\n",
"Sentence: Reporters dug into the candidate 's past .\n",
"q: How is the word 'past' being used?\n",
"a: In simple language, it means\n",
"'the time before now'.\n",
"similarity: 311.678\n",
"intent: T\n",
"*************\n",
"ITEM: 1105/1400\n",
"Sentence: Mark homework .\n",
"q: How is the verb 'mark' being used?\n",
"a: In simple language, it means\n",
"'to check'.\n",
"Sentence: Mark my words .\n",
"q: How is the verb 'mark' being used?\n",
"a: In simple language, it means\n",
"'to remember'.\n",
"similarity: 198.089\n",
"intent: T\n",
"*************\n",
"ITEM: 1106/1400\n",
"Sentence: Hide the money .\n",
"q: How is the verb 'hide' being used?\n",
"a: In simple language, it means\n",
"'to keep secret'.\n",
"Sentence: Muslim women hide their faces .\n",
"q: How is the verb 'hide' being used?\n",
"a: In simple language, it means\n",
"'to cover'.\n",
"similarity: 187.048\n",
"intent: T\n",
"*************\n",
"ITEM: 1107/1400\n",
"Sentence: It was a suggestion we could n't refuse .\n",
"q: How is the word 'suggestion' being used?\n",
"a: In simple language, it means\n",
"'a proposal'.\n",
"Sentence: Suggestion often works better than explicit demand .\n",
"q: How is the word 'suggestion' being used?\n",
"a: In simple language, it means\n",
"'a proposal'.\n",
"similarity: 473.796\n",
"intent: T\n",
"*************\n",
"ITEM: 1108/1400\n",
"Sentence: Consolidate one 's hold on first place .\n",
"q: How is the verb 'consolidate' being used?\n",
"a: In simple language, it means\n",
"'to strengthen'.\n",
"Sentence: Consolidate one 's gains .\n",
"q: How is the verb 'consolidate' being used?\n",
"a: In simple language, it means\n",
"'to strengthen'.\n",
"similarity: 396.94\n",
"intent: T\n",
"*************\n",
"ITEM: 1109/1400\n",
"Sentence: After the shelling , many people lost the ability to remember .\n",
"q: How is the verb 'remember' being used?\n",
"a: In simple language, it means\n",
"'to forget'.\n",
"Sentence: Some remember better than others .\n",
"q: How is the verb 'remember' being used?\n",
"a: In simple language, it means\n",
"'to remember'.\n",
"similarity: 318.771\n",
"intent: T\n",
"*************\n",
"ITEM: 1110/1400\n",
"Sentence: Instill medication into my eye .\n",
"q: How is the verb 'instill' being used?\n",
"a: In simple language, it means\n",
"'to put in'.\n",
"Sentence: Her presence instilled faith into the children .\n",
"q: How is the verb 'instill' being used?\n",
"a: In simple language, it means\n",
"'to inspire'.\n",
"similarity: 160.37\n",
"intent: T\n",
"*************\n",
"ITEM: 1111/1400\n",
"Sentence: Curl my hair , please .\n",
"q: How is the verb 'curl' being used?\n",
"a: In simple language, it means\n",
"'to make something into a shape'.\n",
"Sentence: She curled farther down under the covers .\n",
"q: How is the verb 'curl' being used?\n",
"a: In simple language, it means\n",
"'to move in a circular way'.\n",
"similarity: 126.454\n",
"intent: T\n",
"*************\n",
"ITEM: 1112/1400\n",
"Sentence: Put your umbrella in the umbrella holder .\n",
"q: How is the word 'holder' being used?\n",
"a: In simple language, it means\n",
"'a place to put something'.\n",
"Sentence: A towel holder .\n",
"q: How is the word 'holder' being used?\n",
"a: In simple language, it means\n",
"'a place to put something'.\n",
"similarity: 324.556\n",
"intent: T\n",
"*************\n",
"ITEM: 1113/1400\n",
"Sentence: We watch the 7 o'clock news every night .\n",
"q: How is the word 'news' being used?\n",
"a: In simple language, it means\n",
"'information'.\n",
"Sentence: Did you listen to the news tonight ?\n",
"q: How is the word 'news' being used?\n",
"a: In simple language, it means\n",
"'information'.\n",
"similarity: 467.464\n",
"intent: T\n",
"*************\n",
"ITEM: 1114/1400\n",
"Sentence: In all thy ways acknowledge Him . - Proverbs 3:6 .\n",
"q: How is the verb 'acknowledge' being used?\n",
"a: In simple language, it means\n",
"'to obey'.\n",
"Sentence: She acknowledged his complement with a smile .\n",
"q: How is the verb 'acknowledge' being used?\n",
"a: In simple language, it means\n",
"'to accept'.\n",
"similarity: 265.522\n",
"intent: T\n",
"*************\n",
"ITEM: 1115/1400\n",
"Sentence: He took me into his confidence .\n",
"q: How is the word 'confidence' being used?\n",
"a: In simple language, it means\n",
"'trust'.\n",
"Sentence: Confidence is always borrowed , never owned .\n",
"q: How is the word 'confidence' being used?\n",
"a: In simple language, it means\n",
"'belief'.\n",
"similarity: 296.429\n",
"intent: T\n",
"*************\n",
"ITEM: 1116/1400\n",
"Sentence: To unload a ship .\n",
"q: How is the verb 'unload' being used?\n",
"a: In simple language, it means\n",
"'to remove goods from a ship'.\n",
"Sentence: Unload the truck .\n",
"q: How is the verb 'unload' being used?\n",
"a: In simple language, it means\n",
"'to remove goods from a truck'.\n",
"similarity: 312.373\n",
"intent: T\n",
"*************\n",
"ITEM: 1117/1400\n",
"Sentence: Gentrify the old center of town .\n",
"q: How is the verb 'gentrify' being used?\n",
"a: In simple language, it means\n",
"'to renovate'.\n",
"Sentence: Gentrify a row of old houses .\n",
"q: How is the verb 'gentrify' being used?\n",
"a: In simple language, it means\n",
"'to renovate'.\n",
"similarity: 372.425\n",
"intent: T\n",
"*************\n",
"ITEM: 1118/1400\n",
"Sentence: Sailing is her favorite pastime .\n",
"q: How is the word 'pastime' being used?\n",
"a: In simple language, it means\n",
"'something you do for fun'.\n",
"Sentence: His main pastime is gambling .\n",
"q: How is the word 'pastime' being used?\n",
"a: In simple language, it means\n",
"'something you do for fun'.\n",
"similarity: 342.328\n",
"intent: T\n",
"*************\n",
"ITEM: 1119/1400\n",
"Sentence: Loop a rope .\n",
"q: How is the verb 'loop' being used?\n",
"a: In simple language, it means\n",
"'to make a circle'.\n",
"Sentence: The bicycle looped around the tree .\n",
"q: How is the verb 'loop' being used?\n",
"a: In simple language, it means\n",
"'to make a circle'.\n",
"similarity: 304.011\n",
"intent: T\n",
"*************\n",
"ITEM: 1120/1400\n",
"Sentence: A coarse grind of coffee .\n",
"q: How is the word 'grind' being used?\n",
"a: In simple language, it means\n",
"'a small amount of something'.\n",
"Sentence: This bag contains espresso grind .\n",
"q: How is the word 'grind' being used?\n",
"a: In simple language, it means\n",
"'a small amount of something'.\n",
"similarity: 325.608\n",
"intent: T\n",
"*************\n",
"ITEM: 1121/1400\n",
"Sentence: Certain insects are said to blow .\n",
"q: How is the verb 'blow' being used?\n",
"a: In simple language, it means\n",
"'to fly'.\n",
"Sentence: He blew a lot of money on his new home theater .\n",
"q: How is the verb 'blow' being used?\n",
"a: In simple language, it means\n",
"'to spend'.\n",
"similarity: 197.128\n",
"intent: T\n",
"*************\n",
"ITEM: 1122/1400\n",
"Sentence: The function of a teacher .\n",
"q: How is the word 'function' being used?\n",
"a: In simple language, it means\n",
"'the purpose of something'.\n",
"Sentence: The function of an auger is to bore holes .\n",
"q: How is the word 'function' being used?\n",
"a: In simple language, it means\n",
"'the purpose of something'.\n",
"similarity: 329.408\n",
"intent: T\n",
"*************\n",
"ITEM: 1123/1400\n",
"Sentence: He cut a square shape out of the cake .\n",
"q: How is the word 'shape' being used?\n",
"a: In simple language, it means\n",
"'a particular form'.\n",
"Sentence: The vet checked to see what kind of shape the animal was in .\n",
"q: How is the word 'shape' being used?\n",
"a: In simple language, it means\n",
"'physical condition'.\n",
"similarity: 148.479\n",
"intent: T\n",
"*************\n",
"ITEM: 1124/1400\n",
"Sentence: You must overcome all difficulties .\n",
"q: How is the verb 'overcome' being used?\n",
"a: In simple language, it means\n",
"'to succeed'.\n",
"Sentence: He overcame his infirmity .\n",
"q: How is the verb 'overcome' being used?\n",
"a: In simple language, it means\n",
"'to succeed'.\n",
"similarity: 378.032\n",
"intent: T\n",
"*************\n",
"ITEM: 1125/1400\n",
"Sentence: I need to prime these handrails before we can apply the finish coat .\n",
"q: How is the verb 'prime' being used?\n",
"a: In simple language, it means\n",
"'to prepare'.\n",
"Sentence: Prime a cannon .\n",
"q: How is the verb 'prime' being used?\n",
"a: In simple language, it means\n",
"'to load'.\n",
"similarity: 219.65\n",
"intent: T\n",
"*************\n",
"ITEM: 1126/1400\n",
"Sentence: He did n't figure her .\n",
"q: How is the verb 'figure' being used?\n",
"a: In simple language, it means\n",
"'to understand'.\n",
"Sentence: I ca n't figure if he 's telling the truth or lying .\n",
"q: How is the verb 'figure' being used?\n",
"a: In simple language, it means\n",
"'to understand'.\n",
"similarity: 353.585\n",
"intent: T\n",
"*************\n",
"ITEM: 1127/1400\n",
"Sentence: The rise and fall of the tides .\n",
"q: How is the word 'fall' being used?\n",
"a: In simple language, it means\n",
"'a downward movement'.\n",
"Sentence: A fall from virtue .\n",
"q: How is the word 'fall' being used?\n",
"a: In simple language, it means\n",
"'a downward movement'.\n",
"similarity: 459.777\n",
"intent: T\n",
"*************\n",
"ITEM: 1128/1400\n",
"Sentence: He 's trying to intimidate you . If you ignore him , hopefully he 'll stop .\n",
"q: How is the verb 'intimidate' being used?\n",
"a: In simple language, it means\n",
"'to make someone afraid'.\n",
"Sentence: Her boss intimidates her .\n",
"q: How is the verb 'intimidate' being used?\n",
"a: In simple language, it means\n",
"'to make someone afraid'.\n",
"similarity: 358.32\n",
"intent: T\n",
"*************\n",
"ITEM: 1129/1400\n",
"Sentence: She was the chairperson of the board and she presided over the meeting .\n",
"q: How is the word 'chairperson' being used?\n",
"a: In simple language, it means\n",
"'the person who is in charge of the meeting'.\n",
"Sentence: Address your remarks to the chairperson .\n",
"q: How is the word 'chairperson' being used?\n",
"a: In simple language, it means\n",
"'the person who is in charge of the meeting'.\n",
"similarity: 238.52\n",
"intent: T\n",
"*************\n",
"ITEM: 1130/1400\n",
"Sentence: Pour water over the floor .\n",
"q: How is the verb 'pour' being used?\n",
"a: In simple language, it means\n",
"'to flow'.\n",
"Sentence: Water poured onto the plants .\n",
"q: How is the verb 'pour' being used?\n",
"a: In simple language, it means\n",
"'to flow'.\n",
"similarity: 376.692\n",
"intent: T\n",
"*************\n",
"ITEM: 1131/1400\n",
"Sentence: Play a hooked fish .\n",
"q: How is the verb 'play' being used?\n",
"a: In simple language, it means\n",
"'to catch'.\n",
"Sentence: She played nervously with her wedding ring .\n",
"q: How is the verb 'play' being used?\n",
"a: In simple language, it means\n",
"'to touch'.\n",
"similarity: 250.776\n",
"intent: T\n",
"*************\n",
"ITEM: 1132/1400\n",
"Sentence: Bootleg tapes of the diva 's singing .\n",
"q: How is the verb 'bootleg' being used?\n",
"a: In simple language, it means\n",
"'to make illegal copies of'.\n",
"Sentence: They were bootlegging whiskey .\n",
"q: How is the verb 'bootleg' being used?\n",
"a: In simple language, it means\n",
"'to smuggle'.\n",
"similarity: 196.802\n",
"intent: T\n",
"*************\n",
"ITEM: 1133/1400\n",
"Sentence: I put a drip of vanilla extract in my hot cocoa .\n",
"q: How is the word 'drip' being used?\n",
"a: In simple language, it means\n",
"'a small amount'.\n",
"Sentence: The constant sound of dripping irritated him .\n",
"q: How is the word 'drip' being used?\n",
"a: In simple language, it means\n",
"'to fall in drops'.\n",
"similarity: 169.568\n",
"intent: T\n",
"*************\n",
"ITEM: 1134/1400\n",
"Sentence: Plan the new wing of the museum .\n",
"q: How is the verb 'plan' being used?\n",
"a: In simple language, it means\n",
"'to design'.\n",
"Sentence: The rebels had planned turmoil and confusion .\n",
"q: How is the verb 'plan' being used?\n",
"a: In simple language, it means\n",
"'to make a plan'.\n",
"similarity: 328.257\n",
"intent: T\n",
"*************\n",
"ITEM: 1135/1400\n",
"Sentence: Knead dough .\n",
"q: How is the verb 'knead' being used?\n",
"a: In simple language, it means\n",
"'to mix'.\n",
"Sentence: I kneaded the dough into a loaf .\n",
"q: How is the verb 'knead' being used?\n",
"a: In simple language, it means\n",
"'to mix'.\n",
"similarity: 446.132\n",
"intent: T\n",
"*************\n",
"ITEM: 1136/1400\n",
"Sentence: A man of energy and commitment .\n",
"q: How is the word 'commitment' being used?\n",
"a: In simple language, it means\n",
"'a promise to do something'.\n",
"Sentence: His business commitments took him to London .\n",
"q: How is the word 'commitment' being used?\n",
"a: In simple language, it means\n",
"'a responsibility'.\n",
"similarity: 139.043\n",
"intent: T\n",
"*************\n",
"ITEM: 1137/1400\n",
"Sentence: It came to a stop at the bottom of the hill .\n",
"q: How is the word 'stop' being used?\n",
"a: In simple language, it means\n",
"'to come to a halt'.\n",
"Sentence: The third baseman made some remarkable stops .\n",
"q: How is the word 'stop' being used?\n",
"a: In simple language, it means\n",
"'to prevent from advancing'.\n",
"similarity: 222.079\n",
"intent: T\n",
"*************\n",
"ITEM: 1138/1400\n",
"Sentence: Conduct an orchestra .\n",
"q: How is the verb 'conduct' being used?\n",
"a: In simple language, it means\n",
"'to lead'.\n",
"Sentence: He conducted us to the palace .\n",
"q: How is the verb 'conduct' being used?\n",
"a: In simple language, it means\n",
"'to lead'.\n",
"similarity: 393.348\n",
"intent: T\n",
"*************\n",
"ITEM: 1139/1400\n",
"Sentence: The bundle was tied with a cord .\n",
"q: How is the word 'cord' being used?\n",
"a: In simple language, it means\n",
"'a thin rope'.\n",
"Sentence: The burglar tied up the victim with a cord .\n",
"q: How is the word 'cord' being used?\n",
"a: In simple language, it means\n",
"'a thin rope'.\n",
"similarity: 453.03\n",
"intent: T\n",
"*************\n",
"ITEM: 1140/1400\n",
"Sentence: The complement of 01100101_2 is 10011011_2 .\n",
"q: How is the word 'complement' being used?\n",
"a: In simple language, it means\n",
"'the opposite'.\n",
"Sentence: A full complement of workers .\n",
"q: How is the word 'complement' being used?\n",
"a: In simple language, it means\n",
"'all'.\n",
"similarity: 155.098\n",
"intent: T\n",
"*************\n",
"ITEM: 1141/1400\n",
"Sentence: He was a pig and his apartment a pigpen ; take-away containers and pizza boxes in a long , moldy stream lined his counter tops .\n",
"q: How is the word 'pig' being used?\n",
"a: In simple language, it means\n",
"'a dirty person'.\n",
"Sentence: The farmer kept a pen with two pigs that he fed from table scraps and field waste .\n",
"q: How is the word 'pig' being used?\n",
"a: In simple language, it means\n",
"'a small enclosure for animals'.\n",
"similarity: 187.032\n",
"intent: T\n",
"*************\n",
"ITEM: 1142/1400\n",
"Sentence: Do n't come too close , I 've got this nasty complaint .\n",
"q: How is the word 'complaint' being used?\n",
"a: In simple language, it means\n",
"'illness'.\n",
"Sentence: I have no complaints about the quality of his work , but I do n't enjoy his company .\n",
"q: How is the word 'complaint' being used?\n",
"a: In simple language, it means\n",
"'a feeling of unhappiness'.\n",
"similarity: 186.176\n",
"intent: T\n",
"*************\n",
"ITEM: 1143/1400\n",
"Sentence: The house gets a percentage of every bet .\n",
"q: How is the word 'house' being used?\n",
"a: In simple language, it means\n",
"'a place where people gamble'.\n",
"Sentence: They had a large carriage house .\n",
"q: How is the word 'house' being used?\n",
"a: In simple language, it means\n",
"'a building where horses are kept'.\n",
"similarity: 214.893\n",
"intent: T\n",
"*************\n",
"ITEM: 1144/1400\n",
"Sentence: He had a fair trial and the jury found him guilty .\n",
"q: How is the word 'trial' being used?\n",
"a: In simple language, it means\n",
"'a test of something'.\n",
"Sentence: Most of these complaints are settled before they go to trial .\n",
"q: How is the word 'trial' being used?\n",
"a: In simple language, it means\n",
"'a test of something'.\n",
"similarity: 406.72\n",
"intent: T\n",
"*************\n",
"ITEM: 1145/1400\n",
"Sentence: The pull up the hill had him breathing harder .\n",
"q: How is the word 'pull' being used?\n",
"a: In simple language, it means\n",
"'to move something'.\n",
"Sentence: She took a pull on her cigarette .\n",
"q: How is the word 'pull' being used?\n",
"a: In simple language, it means\n",
"'to smoke'.\n",
"similarity: 137.908\n",
"intent: T\n",
"*************\n",
"ITEM: 1146/1400\n",
"Sentence: Human hands have five fingers : the thumb , the forefinger ( or index finger ) , the middle finger , the ring finger and the little finger .\n",
"q: How is the word 'finger' being used?\n",
"a: In simple language, it means\n",
"'one of the five parts of the hand'.\n",
"Sentence: Her fingers were long and thin .\n",
"q: How is the word 'finger' being used?\n",
"a: In simple language, it means\n",
"'one of the five parts of the hand'.\n",
"similarity: 306.276\n",
"intent: T\n",
"*************\n",
"ITEM: 1147/1400\n",
"Sentence: Chicago set the homicide record .\n",
"q: How is the word 'record' being used?\n",
"a: In simple language, it means\n",
"'the highest number of something'.\n",
"Sentence: Coffee production last year broke all previous records .\n",
"q: How is the word 'record' being used?\n",
"a: In simple language, it means\n",
"'the highest number of something'.\n",
"similarity: 388.937\n",
"intent: T\n",
"*************\n",
"ITEM: 1148/1400\n",
"Sentence: Moderate your alcohol intake .\n",
"q: How is the verb 'moderate' being used?\n",
"a: In simple language, it means\n",
"'to control'.\n",
"Sentence: Moderate your speed .\n",
"q: How is the verb 'moderate' being used?\n",
"a: In simple language, it means\n",
"'to control'.\n",
"similarity: 359.822\n",
"intent: T\n",
"*************\n",
"ITEM: 1149/1400\n",
"Sentence: She scribbled a curve on the paper .\n",
"q: How is the word 'curve' being used?\n",
"a: In simple language, it means\n",
"'a line that is not straight'.\n",
"Sentence: You should slow down when approaching a curve .\n",
"q: How is the word 'curve' being used?\n",
"a: In simple language, it means\n",
"'a bend in the road'.\n",
"similarity: 119.741\n",
"intent: T\n",
"*************\n",
"ITEM: 1150/1400\n",
"Sentence: These anti-depressants potentiate the analgesic action of opiates .\n",
"q: How is the verb 'potentiate' being used?\n",
"a: In simple language, it means\n",
"'to increase the effect of'.\n",
"Sentence: Potentiate the drug .\n",
"q: How is the verb 'potentiate' being used?\n",
"a: In simple language, it means\n",
"'to increase the effect of'.\n",
"similarity: 359.445\n",
"intent: T\n",
"*************\n",
"ITEM: 1151/1400\n",
"Sentence: They used the elephants to help put up the circus .\n",
"q: How is the word 'circus' being used?\n",
"a: In simple language, it means\n",
"'a large tent'.\n",
"Sentence: The children always love to go to the circus .\n",
"q: How is the word 'circus' being used?\n",
"a: In simple language, it means\n",
"'a large tent'.\n",
"similarity: 428.073\n",
"intent: T\n",
"*************\n",
"ITEM: 1152/1400\n",
"Sentence: It does not matter much .\n",
"q: How is the verb 'matter' being used?\n",
"a: In simple language, it means\n",
"'to be important'.\n",
"Sentence: It matters that they left .\n",
"q: How is the verb 'matter' being used?\n",
"a: In simple language, it means\n",
"'to be important'.\n",
"similarity: 367.001\n",
"intent: T\n",
"*************\n",
"ITEM: 1153/1400\n",
"Sentence: Remount a regiment .\n",
"q: How is the verb 'remount' being used?\n",
"a: In simple language, it means\n",
"'to mount again'.\n",
"Sentence: He remounted his horse .\n",
"q: How is the verb 'remount' being used?\n",
"a: In simple language, it means\n",
"'to mount again'.\n",
"similarity: 435.434\n",
"intent: T\n",
"*************\n",
"ITEM: 1154/1400\n",
"Sentence: The biggest tree in existence .\n",
"q: How is the word 'existence' being used?\n",
"a: In simple language, it means\n",
"'the state of being'.\n",
"Sentence: Laws in existence for centuries .\n",
"q: How is the word 'existence' being used?\n",
"a: In simple language, it means\n",
"'the state of being'.\n",
"similarity: 271.65\n",
"intent: T\n",
"*************\n",
"ITEM: 1155/1400\n",
"Sentence: She was the mother of many offspring .\n",
"q: How is the word 'offspring' being used?\n",
"a: In simple language, it means\n",
"'children'.\n",
"Sentence: Industrialism prepared the way for acceptance of the French Revolution 's various socialistic offspring .\n",
"q: How is the word 'offspring' being used?\n",
"a: In simple language, it means\n",
"'something that comes after something else'.\n",
"similarity: 182.008\n",
"intent: T\n",
"*************\n",
"ITEM: 1156/1400\n",
"Sentence: Do research .\n",
"q: How is the verb 'do' being used?\n",
"a: In simple language, it means\n",
"'to perform'.\n",
"Sentence: Do nothing .\n",
"q: How is the verb 'do' being used?\n",
"a: In simple language, it means\n",
"'to perform'.\n",
"similarity: 388.212\n",
"intent: T\n",
"*************\n",
"ITEM: 1157/1400\n",
"Sentence: The crispness of his reply .\n",
"q: How is the word 'crispness' being used?\n",
"a: In simple language, it means\n",
"'something that is sharp'.\n",
"Sentence: Crispness of new dollar bills .\n",
"q: How is the word 'crispness' being used?\n",
"a: In simple language, it means\n",
"'something that is new'.\n",
"similarity: 246.313\n",
"intent: T\n",
"*************\n",
"ITEM: 1158/1400\n",
"Sentence: Eligibility for a loan .\n",
"q: How is the word 'eligibility' being used?\n",
"a: In simple language, it means\n",
"'the quality of being eligible'.\n",
"Sentence: Eligibility of a candidate for office .\n",
"q: How is the word 'eligibility' being used?\n",
"a: In simple language, it means\n",
"'the quality of being eligible'.\n",
"similarity: 350.237\n",
"intent: T\n",
"*************\n",
"ITEM: 1159/1400\n",
"Sentence: The scoreboard shows a little football symbol next to the name of the team that has possession .\n",
"q: How is the word 'possession' being used?\n",
"a: In simple language, it means\n",
"'control'.\n",
"Sentence: Back then , people with psychiatric disorders were sometimes thought to be victims of demonic possession .\n",
"q: How is the word 'possession' being used?\n",
"a: In simple language, it means\n",
"'ownership'.\n",
"similarity: 321.893\n",
"intent: T\n",
"*************\n",
"ITEM: 1160/1400\n",
"Sentence: The painful gasps of a dying asthmatic .\n",
"q: How is the word 'asthmatic' being used?\n",
"a: In simple language, it means\n",
"'someone who has asthma'.\n",
"Sentence: She is a chronic asthmatic .\n",
"q: How is the word 'asthmatic' being used?\n",
"a: In simple language, it means\n",
"'someone who has asthma all the time'.\n",
"similarity: 382.006\n",
"intent: T\n",
"*************\n",
"ITEM: 1161/1400\n",
"Sentence: Actions talk louder than words .\n",
"q: How is the verb 'talk' being used?\n",
"a: In simple language, it means\n",
"'to communicate'.\n",
"Sentence: Susan talked with Rachel .\n",
"q: How is the verb 'talk' being used?\n",
"a: In simple language, it means\n",
"'to communicate'.\n",
"similarity: 393.803\n",
"intent: T\n",
"*************\n",
"ITEM: 1162/1400\n",
"Sentence: The experience destroyed his trust and personal dignity .\n",
"q: How is the word 'trust' being used?\n",
"a: In simple language, it means\n",
"'belief'.\n",
"Sentence: He put more trust in his own two legs than in the gun .\n",
"q: How is the word 'trust' being used?\n",
"a: In simple language, it means\n",
"'confidence'.\n",
"similarity: 241.37\n",
"intent: T\n",
"*************\n",
"ITEM: 1163/1400\n",
"Sentence: He described a refinement of this technique .\n",
"q: How is the word 'refinement' being used?\n",
"a: In simple language, it means\n",
"'improvement'.\n",
"Sentence: A man of intellectual refinement .\n",
"q: How is the word 'refinement' being used?\n",
"a: In simple language, it means\n",
"'good manners'.\n",
"similarity: 144.412\n",
"intent: T\n",
"*************\n",
"ITEM: 1164/1400\n",
"Sentence: The party went with a bang .\n",
"q: How is the word 'bang' being used?\n",
"a: In simple language, it means\n",
"'a sudden loud noise'.\n",
"Sentence: Tiffany has long hair and bangs .\n",
"q: How is the word 'bang' being used?\n",
"a: In simple language, it means\n",
"'a fringe of hair'.\n",
"similarity: 93.315\n",
"intent: T\n",
"*************\n",
"ITEM: 1165/1400\n",
"Sentence: Do n't look in the closet .\n",
"q: How is the verb 'look' being used?\n",
"a: In simple language, it means\n",
"'to see'.\n",
"Sentence: Look at my new car !\n",
"q: How is the verb 'look' being used?\n",
"a: In simple language, it means\n",
"'to see'.\n",
"similarity: 319.69\n",
"intent: T\n",
"*************\n",
"ITEM: 1166/1400\n",
"Sentence: An appeal for help .\n",
"q: How is the word 'appeal' being used?\n",
"a: In simple language, it means\n",
"'a request'.\n",
"Sentence: An appeal to the public to keep calm .\n",
"q: How is the word 'appeal' being used?\n",
"a: In simple language, it means\n",
"'a request'.\n",
"similarity: 454.682\n",
"intent: T\n",
"*************\n",
"ITEM: 1167/1400\n",
"Sentence: He is such a fashion faddist .\n",
"q: How is the word 'faddist' being used?\n",
"a: In simple language, it means\n",
"'someone who is very interested in fashion'.\n",
"Sentence: The faddist magazines have been hyping that lately .\n",
"q: How is the word 'faddist' being used?\n",
"a: In simple language, it means\n",
"'a magazine that is very interested in fashion'.\n",
"similarity: 269.376\n",
"intent: T\n",
"*************\n",
"ITEM: 1168/1400\n",
"Sentence: I had a feeling that she was lying .\n",
"q: How is the word 'feeling' being used?\n",
"a: In simple language, it means\n",
"'a sense of something'.\n",
"Sentence: I disliked him and the feeling was mutual .\n",
"q: How is the word 'feeling' being used?\n",
"a: In simple language, it means\n",
"'a sense of something'.\n",
"similarity: 362.561\n",
"intent: T\n",
"*************\n",
"ITEM: 1169/1400\n",
"Sentence: The growth of population .\n",
"q: How is the word 'growth' being used?\n",
"a: In simple language, it means\n",
"'increase'.\n",
"Sentence: Growth was dampened by a softening of the global economy in 2001 , but picked up in the subsequent years due to strong growth in China .\n",
"q: How is the word 'growth' being used?\n",
"a: In simple language, it means\n",
"'increase'.\n",
"similarity: 404.848\n",
"intent: T\n",
"*************\n",
"ITEM: 1170/1400\n",
"Sentence: A spot of bother .\n",
"q: How is the word 'bother' being used?\n",
"a: In simple language, it means\n",
"'a problem'.\n",
"Sentence: A bit of a bother .\n",
"q: How is the word 'bother' being used?\n",
"a: In simple language, it means\n",
"'a small problem'.\n",
"similarity: 326.606\n",
"intent: T\n",
"*************\n",
"ITEM: 1171/1400\n",
"Sentence: An inordinate proportion of the book is given over to quotations .\n",
"q: How is the word 'proportion' being used?\n",
"a: In simple language, it means\n",
"'a part of something'.\n",
"Sentence: A building of vast proportions .\n",
"q: How is the word 'proportion' being used?\n",
"a: In simple language, it means\n",
"'size'.\n",
"similarity: 103.687\n",
"intent: T\n",
"*************\n",
"ITEM: 1172/1400\n",
"Sentence: It took time to get into the swing of things .\n",
"q: How is the word 'swing' being used?\n",
"a: In simple language, it means\n",
"'to get used to something'.\n",
"Sentence: The party went with a swing .\n",
"q: How is the word 'swing' being used?\n",
"a: In simple language, it means\n",
"'to go well'.\n",
"similarity: 94.717\n",
"intent: T\n",
"*************\n",
"ITEM: 1173/1400\n",
"Sentence: The troops went hungry because of the insufficiency of their supplies .\n",
"q: How is the word 'insufficiency' being used?\n",
"a: In simple language, it means\n",
"'not enough'.\n",
"Sentence: Pointed out the insufficiencies in my report .\n",
"q: How is the word 'insufficiency' being used?\n",
"a: In simple language, it means\n",
"'not enough'.\n",
"similarity: 434.087\n",
"intent: T\n",
"*************\n",
"ITEM: 1174/1400\n",
"Sentence: Zap the enemy .\n",
"q: How is the verb 'zap' being used?\n",
"a: In simple language, it means\n",
"'to kill'.\n",
"Sentence: If it 's not warm in the middle , zap it some more .\n",
"q: How is the verb 'zap' being used?\n",
"a: In simple language, it means\n",
"'to heat'.\n",
"similarity: 222.936\n",
"intent: T\n",
"*************\n",
"ITEM: 1175/1400\n",
"Sentence: The processing of ore to obtain minerals .\n",
"q: How is the word 'processing' being used?\n",
"a: In simple language, it means\n",
"'the act of doing something'.\n",
"Sentence: The processing of newly arrived immigrants .\n",
"q: How is the word 'processing' being used?\n",
"a: In simple language, it means\n",
"'the act of doing something'.\n",
"similarity: 279.425\n",
"intent: T\n",
"*************\n",
"ITEM: 1176/1400\n",
"Sentence: I would n't mind an ice cream right now .\n",
"q: How is the verb 'mind' being used?\n",
"a: In simple language, it means\n",
"'to care'.\n",
"Sentence: I do n't mind your behavior .\n",
"q: How is the verb 'mind' being used?\n",
"a: In simple language, it means\n",
"'to care'.\n",
"similarity: 388.356\n",
"intent: T\n",
"*************\n",
"ITEM: 1177/1400\n",
"Sentence: The twins resemble each other .\n",
"q: How is the verb 'resemble' being used?\n",
"a: In simple language, it means\n",
"'to look like'.\n",
"Sentence: This paper resembles my own work .\n",
"q: How is the verb 'resemble' being used?\n",
"a: In simple language, it means\n",
"'to look like'.\n",
"similarity: 339.971\n",
"intent: T\n",
"*************\n",
"ITEM: 1178/1400\n",
"Sentence: A soldier manned the entrance post .\n",
"q: How is the word 'post' being used?\n",
"a: In simple language, it means\n",
"'a place where a soldier stands'.\n",
"Sentence: In England they call mail ` the post ' .\n",
"q: How is the word 'post' being used?\n",
"a: In simple language, it means\n",
"'a system of delivering letters'.\n",
"similarity: 143.241\n",
"intent: T\n",
"*************\n",
"ITEM: 1179/1400\n",
"Sentence: He 's coming for a couple of days .\n",
"q: How is the word 'couple' being used?\n",
"a: In simple language, it means\n",
"'two'.\n",
"Sentence: The engaged couple .\n",
"q: How is the word 'couple' being used?\n",
"a: In simple language, it means\n",
"'a pair'.\n",
"similarity: 442.909\n",
"intent: T\n",
"*************\n",
"ITEM: 1180/1400\n",
"Sentence: I can not narrow down the rules for this game .\n",
"q: How is the verb 'narrow' being used?\n",
"a: In simple language, it means\n",
"'to make something less wide'.\n",
"Sentence: The road narrowed .\n",
"q: How is the verb 'narrow' being used?\n",
"a: In simple language, it means\n",
"'to become less wide'.\n",
"similarity: 364.937\n",
"intent: T\n",
"*************\n",
"ITEM: 1181/1400\n",
"Sentence: To tread a path .\n",
"q: How is the verb 'tread' being used?\n",
"a: In simple language, it means\n",
"'to walk'.\n",
"Sentence: She trod with care as the ground was slippery.\n",
"q: How is the verb 'tread' being used?\n",
"a: In simple language, it means\n",
"'to walk'.\n",
"similarity: 375.347\n",
"intent: T\n",
"*************\n",
"ITEM: 1182/1400\n",
"Sentence: The company decided to divest .\n",
"q: How is the verb 'divest' being used?\n",
"a: In simple language, it means\n",
"'to sell off'.\n",
"Sentence: The board of trustees divested $ 20 million in real estate property .\n",
"q: How is the verb 'divest' being used?\n",
"a: In simple language, it means\n",
"'to sell off'.\n",
"similarity: 385.429\n",
"intent: T\n",
"*************\n",
"ITEM: 1183/1400\n",
"Sentence: Cultivate the land .\n",
"q: How is the verb 'cultivate' being used?\n",
"a: In simple language, it means\n",
"'to grow'.\n",
"Sentence: Cultivate your musical taste .\n",
"q: How is the verb 'cultivate' being used?\n",
"a: In simple language, it means\n",
"'to develop'.\n",
"similarity: 313.901\n",
"intent: T\n",
"*************\n",
"ITEM: 1184/1400\n",
"Sentence: Please communicate this message to all employees .\n",
"q: How is the verb 'communicate' being used?\n",
"a: In simple language, it means\n",
"'to give'.\n",
"Sentence: The disease was mainly communicated via rats and other vermin .\n",
"q: How is the verb 'communicate' being used?\n",
"a: In simple language, it means\n",
"'to spread'.\n",
"similarity: 214.481\n",
"intent: T\n",
"*************\n",
"ITEM: 1185/1400\n",
"Sentence: Lash the horse .\n",
"q: How is the verb 'lash' being used?\n",
"a: In simple language, it means\n",
"'to whip'.\n",
"Sentence: To lash something to a spar .\n",
"q: How is the verb 'lash' being used?\n",
"a: In simple language, it means\n",
"'to tie'.\n",
"similarity: 251.56\n",
"intent: T\n",
"*************\n",
"ITEM: 1186/1400\n",
"Sentence: The larvae of some moths spin a web that resembles a carpet .\n",
"q: How is the word 'carpet' being used?\n",
"a: In simple language, it means\n",
"'a covering for the floor'.\n",
"Sentence: A carpet of flowers .\n",
"q: How is the word 'carpet' being used?\n",
"a: In simple language, it means\n",
"'a large area covered with flowers'.\n",
"similarity: 200.248\n",
"intent: T\n",
"*************\n",
"ITEM: 1187/1400\n",
"Sentence: Boys gravitate towards girls at that age .\n",
"q: How is the verb 'gravitate' being used?\n",
"a: In simple language, it means\n",
"'to move towards'.\n",
"Sentence: The stars gravitate towards each other .\n",
"q: How is the verb 'gravitate' being used?\n",
"a: In simple language, it means\n",
"'to move towards'.\n",
"similarity: 368.79\n",
"intent: T\n",
"*************\n",
"ITEM: 1188/1400\n",
"Sentence: The bird had a knot of feathers forming a crest .\n",
"q: How is the word 'knot' being used?\n",
"a: In simple language, it means\n",
"'a small group of things'.\n",
"Sentence: Their muscles stood out in knots .\n",
"q: How is the word 'knot' being used?\n",
"a: In simple language, it means\n",
"'a small group of things'.\n",
"similarity: 349.744\n",
"intent: T\n",
"*************\n",
"ITEM: 1189/1400\n",
"Sentence: Wipe the blackboard .\n",
"q: How is the verb 'wipe' being used?\n",
"a: In simple language, it means\n",
"'to clean'.\n",
"Sentence: Brian wiped at the counter .\n",
"q: How is the verb 'wipe' being used?\n",
"a: In simple language, it means\n",
"'to clean'.\n",
"similarity: 416.197\n",
"intent: T\n",
"*************\n",
"ITEM: 1190/1400\n",
"Sentence: He worked both sides of the street .\n",
"q: How is the word 'street' being used?\n",
"a: In simple language, it means\n",
"'a place where people live'.\n",
"Sentence: They walked the streets of the small town .\n",
"q: How is the word 'street' being used?\n",
"a: In simple language, it means\n",
"'a road in a town'.\n",
"similarity: 203.648\n",
"intent: T\n",
"*************\n",
"ITEM: 1191/1400\n",
"Sentence: He gave me a dirty look .\n",
"q: How is the word 'look' being used?\n",
"a: In simple language, it means\n",
"'a facial expression'.\n",
"Sentence: If looks could kill ...\n",
"q: How is the word 'look' being used?\n",
"a: In simple language, it means\n",
"'a facial expression'.\n",
"similarity: 444.011\n",
"intent: T\n",
"*************\n",
"ITEM: 1192/1400\n",
"Sentence: After many years as a party leader , she finally ascended to the presidency .\n",
"q: How is the word 'presidency' being used?\n",
"a: In simple language, it means\n",
"'the highest position in a political party'.\n",
"Sentence: Andrew Jackson expanded the power of the presidency beyond what was customary before his time .\n",
"q: How is the word 'presidency' being used?\n",
"a: In simple language, it means\n",
"'the highest position in a political party'.\n",
"similarity: 324.463\n",
"intent: T\n",
"*************\n",
"ITEM: 1193/1400\n",
"Sentence: A den of vice .\n",
"q: How is the word 'den' being used?\n",
"a: In simple language, it means\n",
"'a place where something is done'.\n",
"Sentence: An opium den .\n",
"q: How is the word 'den' being used?\n",
"a: In simple language, it means\n",
"'a place where something is done'.\n",
"similarity: 277.335\n",
"intent: T\n",
"*************\n",
"ITEM: 1194/1400\n",
"Sentence: He had a vision of the Virgin Mary .\n",
"q: How is the word 'vision' being used?\n",
"a: In simple language, it means\n",
"'a dream'.\n",
"Sentence: He had a vision of his own death .\n",
"q: How is the word 'vision' being used?\n",
"a: In simple language, it means\n",
"'a dream'.\n",
"similarity: 354.807\n",
"intent: T\n",
"*************\n",
"ITEM: 1195/1400\n",
"Sentence: This should expedite the process .\n",
"q: How is the verb 'expedite' being used?\n",
"a: In simple language, it means\n",
"'to make faster'.\n",
"Sentence: He expedited the search by alphabetizing the papers .\n",
"q: How is the verb 'expedite' being used?\n",
"a: In simple language, it means\n",
"'to make faster'.\n",
"similarity: 393.963\n",
"intent: T\n",
"*************\n",
"ITEM: 1196/1400\n",
"Sentence: When icicles start to form on the eaves you know the roads will be icy .\n",
"q: How is the verb 'form' being used?\n",
"a: In simple language, it means\n",
"'to begin to exist'.\n",
"Sentence: The water formed little beads .\n",
"q: How is the verb 'form' being used?\n",
"a: In simple language, it means\n",
"'to become'.\n",
"similarity: 197.246\n",
"intent: T\n",
"*************\n",
"ITEM: 1197/1400\n",
"Sentence: Do n't go outside wearing just a t-shirt ; you 'll freeze !\n",
"q: How is the verb 'freeze' being used?\n",
"a: In simple language, it means\n",
"'to become cold'.\n",
"Sentence: It 's freezing in here !\n",
"q: How is the verb 'freeze' being used?\n",
"a: In simple language, it means\n",
"'to become cold'.\n",
"similarity: 398.967\n",
"intent: T\n",
"*************\n",
"ITEM: 1198/1400\n",
"Sentence: The air here does not circulate .\n",
"q: How is the verb 'circulate' being used?\n",
"a: In simple language, it means\n",
"'to move'.\n",
"Sentence: Blood circulates in my veins .\n",
"q: How is the verb 'circulate' being used?\n",
"a: In simple language, it means\n",
"'to move'.\n",
"similarity: 350.883\n",
"intent: T\n",
"*************\n",
"ITEM: 1199/1400\n",
"Sentence: They plan to revamp the historical theater in the old downtown .\n",
"q: How is the verb 'revamp' being used?\n",
"a: In simple language, it means\n",
"'to renovate'.\n",
"Sentence: They revamped their old house before selling it .\n",
"q: How is the verb 'revamp' being used?\n",
"a: In simple language, it means\n",
"'to renovate'.\n",
"similarity: 372.137\n",
"intent: T\n",
"*************\n",
"ITEM: 1200/1400\n",
"Sentence: The artist took a thoughtful toke off the joint , then passed it along .\n",
"q: How is the word 'toke' being used?\n",
"a: In simple language, it means\n",
"'a puff of a cigarette'.\n",
"Sentence: The boys took a few tokes on a joint .\n",
"q: How is the word 'toke' being used?\n",
"a: In simple language, it means\n",
"'a puff of a cigarette'.\n",
"similarity: 356.006\n",
"intent: T\n",
"*************\n",
"ITEM: 1201/1400\n",
"Sentence: I ca n't agree with you !\n",
"q: How is the verb 'agree' being used?\n",
"a: In simple language, it means\n",
"'to be in agreement'.\n",
"Sentence: They agreed about what should be done .\n",
"q: How is the verb 'agree' being used?\n",
"a: In simple language, it means\n",
"'to be in agreement'.\n",
"similarity: 281.059\n",
"intent: T\n",
"*************\n",
"ITEM: 1202/1400\n",
"Sentence: The device is small enough to wear on your wrist .\n",
"q: How is the word 'device' being used?\n",
"a: In simple language, it means\n",
"'a machine'.\n",
"Sentence: He would stoop to any device to win a point .\n",
"q: How is the word 'device' being used?\n",
"a: In simple language, it means\n",
"'a trick'.\n",
"similarity: 230.546\n",
"intent: T\n",
"*************\n",
"ITEM: 1203/1400\n",
"Sentence: The lack of consensus reflected differences in theoretical positions .\n",
"q: How is the word 'consensus' being used?\n",
"a: In simple language, it means\n",
"'agreement'.\n",
"Sentence: Those rights and obligations are based on an unstated consensus .\n",
"q: How is the word 'consensus' being used?\n",
"a: In simple language, it means\n",
"'agreement'.\n",
"similarity: 388.877\n",
"intent: T\n",
"*************\n",
"ITEM: 1204/1400\n",
"Sentence: To aggravate my woes . —Alexander Pope .\n",
"q: How is the verb 'aggravate' being used?\n",
"a: In simple language, it means\n",
"'to make worse'.\n",
"Sentence: The defense made by the prisoner 's counsel did rather aggravate than extenuate his crime . —Addison .\n",
"q: How is the verb 'aggravate' being used?\n",
"a: In simple language, it means\n",
"'to make worse'.\n",
"similarity: 370.463\n",
"intent: T\n",
"*************\n",
"ITEM: 1205/1400\n",
"Sentence: She put down her knitting and went to answer the phone .\n",
"q: How is the word 'knitting' being used?\n",
"a: In simple language, it means\n",
"'something that is being made by knitting'.\n",
"Sentence: I find knitting very relaxing .\n",
"q: How is the word 'knitting' being used?\n",
"a: In simple language, it means\n",
"'the activity of knitting'.\n",
"similarity: 254.635\n",
"intent: T\n",
"*************\n",
"ITEM: 1206/1400\n",
"Sentence: Will this wallpaper adhere to the wall ?\n",
"q: How is the verb 'adhere' being used?\n",
"a: In simple language, it means\n",
"'stick'.\n",
"Sentence: The residents of this village adhered to Catholicism .\n",
"q: How is the verb 'adhere' being used?\n",
"a: In simple language, it means\n",
"'to follow'.\n",
"similarity: 202.476\n",
"intent: T\n",
"*************\n",
"ITEM: 1207/1400\n",
"Sentence: I retain this drug for a long time .\n",
"q: How is the verb 'retain' being used?\n",
"a: In simple language, it means\n",
"'to keep'.\n",
"Sentence: The dam retains the water .\n",
"q: How is the verb 'retain' being used?\n",
"a: In simple language, it means\n",
"'to hold'.\n",
"similarity: 313.406\n",
"intent: T\n",
"*************\n",
"ITEM: 1208/1400\n",
"Sentence: A cry to arms .\n",
"q: How is the word 'cry' being used?\n",
"a: In simple language, it means\n",
"'a loud shout'.\n",
"Sentence: I heard a cry from afar .\n",
"q: How is the word 'cry' being used?\n",
"a: In simple language, it means\n",
"'a loud shout'.\n",
"similarity: 419.508\n",
"intent: T\n",
"*************\n",
"ITEM: 1209/1400\n",
"Sentence: Round the edges .\n",
"q: How is the verb 'round' being used?\n",
"a: In simple language, it means\n",
"'to go around'.\n",
"Sentence: Round the bend .\n",
"q: How is the verb 'round' being used?\n",
"a: In simple language, it means\n",
"'to go around'.\n",
"similarity: 351.601\n",
"intent: T\n",
"*************\n",
"ITEM: 1210/1400\n",
"Sentence: The spring was broken .\n",
"q: How is the word 'spring' being used?\n",
"a: In simple language, it means\n",
"'a part of a machine'.\n",
"Sentence: The spring of a bow .\n",
"q: How is the word 'spring' being used?\n",
"a: In simple language, it means\n",
"'a part of a bow'.\n",
"similarity: 202.965\n",
"intent: T\n",
"*************\n",
"ITEM: 1211/1400\n",
"Sentence: A sprinkling of grey at his temples .\n",
"q: How is the word 'sprinkling' being used?\n",
"a: In simple language, it means\n",
"'a small amount'.\n",
"Sentence: Baptized with a sprinkling of holy water .\n",
"q: How is the word 'sprinkling' being used?\n",
"a: In simple language, it means\n",
"'a small amount'.\n",
"similarity: 373.778\n",
"intent: T\n",
"*************\n",
"ITEM: 1212/1400\n",
"Sentence: They had to wait a generation for that prejudice to fade .\n",
"q: How is the word 'generation' being used?\n",
"a: In simple language, it means\n",
"'a group of people born at about the same time'.\n",
"Sentence: Dams were built for the generation of electricity .\n",
"q: How is the word 'generation' being used?\n",
"a: In simple language, it means\n",
"'the process of producing electricity'.\n",
"similarity: 68.978\n",
"intent: T\n",
"*************\n",
"ITEM: 1213/1400\n",
"Sentence: Model an airplane .\n",
"q: How is the verb 'model' being used?\n",
"a: In simple language, it means\n",
"'to make a model of'.\n",
"Sentence: Model the latest fashion .\n",
"q: How is the verb 'model' being used?\n",
"a: In simple language, it means\n",
"'to make a model of'.\n",
"similarity: 311.805\n",
"intent: T\n",
"*************\n",
"ITEM: 1214/1400\n",
"Sentence: He had pride of ownership in his department .\n",
"q: How is the word 'pride' being used?\n",
"a: In simple language, it means\n",
"'a feeling of satisfaction'.\n",
"Sentence: He took pride in his work .\n",
"q: How is the word 'pride' being used?\n",
"a: In simple language, it means\n",
"'a feeling of satisfaction'.\n",
"similarity: 334.984\n",
"intent: T\n",
"*************\n",
"ITEM: 1215/1400\n",
"Sentence: The young prince will soon occupy the throne .\n",
"q: How is the verb 'occupy' being used?\n",
"a: In simple language, it means\n",
"'to take possession of'.\n",
"Sentence: He occupies the position of manager .\n",
"q: How is the verb 'occupy' being used?\n",
"a: In simple language, it means\n",
"'to hold a position'.\n",
"similarity: 178.855\n",
"intent: T\n",
"*************\n",
"ITEM: 1216/1400\n",
"Sentence: If there are any rabbits in this park , they keep carefully out of our view .\n",
"q: How is the word 'view' being used?\n",
"a: In simple language, it means\n",
"'sight'.\n",
"Sentence: He took the computer with a view to pawning it .\n",
"q: How is the word 'view' being used?\n",
"a: In simple language, it means\n",
"'intention'.\n",
"similarity: 212.267\n",
"intent: T\n",
"*************\n",
"ITEM: 1217/1400\n",
"Sentence: The ref missed the call . The ball hit the baseline .\n",
"q: How is the word 'baseline' being used?\n",
"a: In simple language, it means\n",
"'the line that separates the court from the audience'.\n",
"Sentence: The established a baseline for the budget .\n",
"q: How is the word 'baseline' being used?\n",
"a: In simple language, it means\n",
"'a standard for comparison'.\n",
"similarity: 71.136\n",
"intent: T\n",
"*************\n",
"ITEM: 1218/1400\n",
"Sentence: He proposed an elaborate program of public works .\n",
"q: How is the word 'program' being used?\n",
"a: In simple language, it means\n",
"'a plan'.\n",
"Sentence: The program lasted more than two hours .\n",
"q: How is the word 'program' being used?\n",
"a: In simple language, it means\n",
"'a series of events'.\n",
"similarity: 269.69\n",
"intent: T\n",
"*************\n",
"ITEM: 1219/1400\n",
"Sentence: All manner of persons participate .\n",
"q: How is the word 'manner' being used?\n",
"a: In simple language, it means\n",
"'way'.\n",
"Sentence: His rapid manner of talking .\n",
"q: How is the word 'manner' being used?\n",
"a: In simple language, it means\n",
"'way'.\n",
"similarity: 494.984\n",
"intent: T\n",
"*************\n",
"ITEM: 1220/1400\n",
"Sentence: The crack of the bat hitting the ball .\n",
"q: How is the word 'crack' being used?\n",
"a: In simple language, it means\n",
"'a sudden loud noise'.\n",
"Sentence: The crack of a whip .\n",
"q: How is the word 'crack' being used?\n",
"a: In simple language, it means\n",
"'a sudden loud noise'.\n",
"similarity: 359.353\n",
"intent: T\n",
"*************\n",
"ITEM: 1221/1400\n",
"Sentence: Please sweep the floor .\n",
"q: How is the verb 'sweep' being used?\n",
"a: In simple language, it means\n",
"'to clean'.\n",
"Sentence: Her new show dog swept all championships .\n",
"q: How is the verb 'sweep' being used?\n",
"a: In simple language, it means\n",
"'to win'.\n",
"similarity: 191.778\n",
"intent: T\n",
"*************\n",
"ITEM: 1222/1400\n",
"Sentence: Troops are ready to go into overdrive as soon as the signal is given .\n",
"q: How is the word 'overdrive' being used?\n",
"a: In simple language, it means\n",
"'to work harder'.\n",
"Sentence: Melissa 's brain was in overdrive .\n",
"q: How is the word 'overdrive' being used?\n",
"a: In simple language, it means\n",
"'to think very hard'.\n",
"similarity: 177.932\n",
"intent: T\n",
"*************\n",
"ITEM: 1223/1400\n",
"Sentence: The clock had a moon that showed various phases .\n",
"q: How is the word 'moon' being used?\n",
"a: In simple language, it means\n",
"'a face'.\n",
"Sentence: He made a moon lamp that he used as a night light .\n",
"q: How is the word 'moon' being used?\n",
"a: In simple language, it means\n",
"'a light'.\n",
"similarity: 243.494\n",
"intent: T\n",
"*************\n",
"ITEM: 1224/1400\n",
"Sentence: In unary and k - adic notation in general , zero is the empty string .\n",
"q: How is the word 'zero' being used?\n",
"a: In simple language, it means\n",
"'nothing'.\n",
"Sentence: Write 0.0 to indicate a floating point number rather than the integer zero .\n",
"q: How is the word 'zero' being used?\n",
"a: In simple language, it means\n",
"'nothing'.\n",
"similarity: 434.962\n",
"intent: T\n",
"*************\n",
"ITEM: 1225/1400\n",
"Sentence: The rocket is now in deceleration .\n",
"q: How is the word 'deceleration' being used?\n",
"a: In simple language, it means\n",
"'slowing down'.\n",
"Sentence: He initiated deceleration by braking .\n",
"q: How is the word 'deceleration' being used?\n",
"a: In simple language, it means\n",
"'slowing down'.\n",
"similarity: 293.742\n",
"intent: T\n",
"*************\n",
"ITEM: 1226/1400\n",
"Sentence: He volunteered to taste her latest concoction .\n",
"q: How is the word 'concoction' being used?\n",
"a: In simple language, it means\n",
"'a mixture of things'.\n",
"Sentence: It suddenly spewed out a thick green concoction .\n",
"q: How is the word 'concoction' being used?\n",
"a: In simple language, it means\n",
"'a mixture of things'.\n",
"similarity: 348.517\n",
"intent: T\n",
"*************\n",
"ITEM: 1227/1400\n",
"Sentence: She offered me a lifeline in my time of grief .\n",
"q: How is the word 'lifeline' being used?\n",
"a: In simple language, it means\n",
"'a way to escape from a difficult situation'.\n",
"Sentence: The airlift provided a lifeline for Berlin .\n",
"q: How is the word 'lifeline' being used?\n",
"a: In simple language, it means\n",
"'a way to escape from a difficult situation'.\n",
"similarity: 269.198\n",
"intent: T\n",
"*************\n",
"ITEM: 1228/1400\n",
"Sentence: His word was gospel .\n",
"q: How is the word 'gospel' being used?\n",
"a: In simple language, it means\n",
"'the truth'.\n",
"Sentence: Newton 's writings were gospel for those who followed .\n",
"q: How is the word 'gospel' being used?\n",
"a: In simple language, it means\n",
"'the truth'.\n",
"similarity: 302.015\n",
"intent: T\n",
"*************\n",
"ITEM: 1229/1400\n",
"Sentence: The mechanic 's failure to check the brakes .\n",
"q: How is the word 'failure' being used?\n",
"a: In simple language, it means\n",
"'the act of not doing something'.\n",
"Sentence: He resented my failure to return his call .\n",
"q: How is the word 'failure' being used?\n",
"a: In simple language, it means\n",
"'the act of not doing something'.\n",
"similarity: 280.68\n",
"intent: T\n",
"*************\n",
"ITEM: 1230/1400\n",
"Sentence: The course of the river .\n",
"q: How is the word 'course' being used?\n",
"a: In simple language, it means\n",
"'the direction of something'.\n",
"Sentence: We offer seafood as the first course .\n",
"q: How is the word 'course' being used?\n",
"a: In simple language, it means\n",
"'one of the main parts of a meal'.\n",
"similarity: 134.508\n",
"intent: T\n",
"*************\n",
"ITEM: 1231/1400\n",
"Sentence: The singer held the note too long .\n",
"q: How is the word 'note' being used?\n",
"a: In simple language, it means\n",
"'a sound'.\n",
"Sentence: I had to co-sign his note at the bank .\n",
"q: How is the word 'note' being used?\n",
"a: In simple language, it means\n",
"'a promise to pay'.\n",
"similarity: 153.143\n",
"intent: T\n",
"*************\n",
"ITEM: 1232/1400\n",
"Sentence: Prepare a speech .\n",
"q: How is the verb 'prepare' being used?\n",
"a: In simple language, it means\n",
"'to make ready'.\n",
"Sentence: Prepare a report .\n",
"q: How is the verb 'prepare' being used?\n",
"a: In simple language, it means\n",
"'to make ready'.\n",
"similarity: 319.36\n",
"intent: T\n",
"*************\n",
"ITEM: 1233/1400\n",
"Sentence: An array of troops in battle order .\n",
"q: How is the word 'array' being used?\n",
"a: In simple language, it means\n",
"'a group of things in a line'.\n",
"Sentence: Drawn up in battle array .\n",
"q: How is the word 'array' being used?\n",
"a: In simple language, it means\n",
"'a group of things in a line'.\n",
"similarity: 281.966\n",
"intent: T\n",
"*************\n",
"ITEM: 1234/1400\n",
"Sentence: Dam buster .\n",
"q: How is the word 'buster' being used?\n",
"a: In simple language, it means\n",
"'a person who breaks things'.\n",
"Sentence: Crime buster .\n",
"q: How is the word 'buster' being used?\n",
"a: In simple language, it means\n",
"'a person who breaks things'.\n",
"similarity: 345.653\n",
"intent: T\n",
"*************\n",
"ITEM: 1235/1400\n",
"Sentence: I 'll sell you all three for a hundred dollars .\n",
"q: How is the verb 'sell' being used?\n",
"a: In simple language, it means\n",
"'to exchange for money'.\n",
"Sentence: He sold his house in January .\n",
"q: How is the verb 'sell' being used?\n",
"a: In simple language, it means\n",
"'to exchange for money'.\n",
"similarity: 381.635\n",
"intent: T\n",
"*************\n",
"ITEM: 1236/1400\n",
"Sentence: A point is defined by its coordinates .\n",
"q: How is the word 'point' being used?\n",
"a: In simple language, it means\n",
"'a small area'.\n",
"Sentence: The point of the arrow was due north .\n",
"q: How is the word 'point' being used?\n",
"a: In simple language, it means\n",
"'a small area'.\n",
"similarity: 440.968\n",
"intent: T\n",
"*************\n",
"ITEM: 1237/1400\n",
"Sentence: Nick horses .\n",
"q: How is the verb 'nick' being used?\n",
"a: In simple language, it means\n",
"'to steal'.\n",
"Sentence: I nicked myself while I was shaving .\n",
"q: How is the verb 'nick' being used?\n",
"a: In simple language, it means\n",
"'to cut'.\n",
"similarity: 220.051\n",
"intent: T\n",
"*************\n",
"ITEM: 1238/1400\n",
"Sentence: Lora buttered the toast with unsalted butter .\n",
"q: How is the verb 'butter' being used?\n",
"a: In simple language, it means\n",
"'to spread'.\n",
"Sentence: Lora buttered the toast .\n",
"q: How is the verb 'butter' being used?\n",
"a: In simple language, it means\n",
"'to spread'.\n",
"similarity: 385.467\n",
"intent: T\n",
"*************\n",
"ITEM: 1239/1400\n",
"Sentence: Using a crayon , the girl made a print of the leaf under the page .\n",
"q: How is the word 'print' being used?\n",
"a: In simple language, it means\n",
"'a copy'.\n",
"Sentence: Paw prints were everywhere .\n",
"q: How is the word 'print' being used?\n",
"a: In simple language, it means\n",
"'a mark'.\n",
"similarity: 290.036\n",
"intent: T\n",
"*************\n",
"ITEM: 1240/1400\n",
"Sentence: Two of the receivers ran post patterns .\n",
"q: How is the word 'post' being used?\n",
"a: In simple language, it means\n",
"'a pattern run by a receiver'.\n",
"Sentence: He set a row of posts in the ground and strung barbwire between them .\n",
"q: How is the word 'post' being used?\n",
"a: In simple language, it means\n",
"'a vertical pole'.\n",
"similarity: 94.297\n",
"intent: T\n",
"*************\n",
"ITEM: 1241/1400\n",
"Sentence: He uses drugs as a psychological crutch .\n",
"q: How is the word 'crutch' being used?\n",
"a: In simple language, it means\n",
"'something that helps you deal with something'.\n",
"Sentence: He walked on crutches for a month until the cast was removed from his leg .\n",
"q: How is the word 'crutch' being used?\n",
"a: In simple language, it means\n",
"'something that helps you deal with something'.\n",
"similarity: 333.346\n",
"intent: T\n",
"*************\n",
"ITEM: 1242/1400\n",
"Sentence: Skip town .\n",
"q: How is the verb 'skip' being used?\n",
"a: In simple language, it means\n",
"'to leave'.\n",
"Sentence: He skipped a row in the text and so the sentence was incomprehensible .\n",
"q: How is the verb 'skip' being used?\n",
"a: In simple language, it means\n",
"'to leave out'.\n",
"similarity: 314.617\n",
"intent: T\n",
"*************\n",
"ITEM: 1243/1400\n",
"Sentence: He 's in a sweat about exams .\n",
"q: How is the word 'sweat' being used?\n",
"a: In simple language, it means\n",
"'to be nervous'.\n",
"Sentence: Sweat poured off his brow .\n",
"q: How is the word 'sweat' being used?\n",
"a: In simple language, it means\n",
"'to be nervous'.\n",
"similarity: 402.802\n",
"intent: T\n",
"*************\n",
"ITEM: 1244/1400\n",
"Sentence: Lock the bike to the fence .\n",
"q: How is the verb 'lock' being used?\n",
"a: In simple language, it means\n",
"'to secure'.\n",
"Sentence: He was locked in a laughing fit .\n",
"q: How is the verb 'lock' being used?\n",
"a: In simple language, it means\n",
"'to trap'.\n",
"similarity: 239.538\n",
"intent: T\n",
"*************\n",
"ITEM: 1245/1400\n",
"Sentence: A blade of lint on his suit .\n",
"q: How is the word 'blade' being used?\n",
"a: In simple language, it means\n",
"'a thin piece'.\n",
"Sentence: Gay young blades bragged of their amorous adventures .\n",
"q: How is the word 'blade' being used?\n",
"a: In simple language, it means\n",
"'a young man'.\n",
"similarity: 159.041\n",
"intent: T\n",
"*************\n",
"ITEM: 1246/1400\n",
"Sentence: He has a good grasp of accounting practices .\n",
"q: How is the word 'grasp' being used?\n",
"a: In simple language, it means\n",
"'understanding'.\n",
"Sentence: A terrible power had her in its grasp .\n",
"q: How is the word 'grasp' being used?\n",
"a: In simple language, it means\n",
"'power'.\n",
"similarity: 194.713\n",
"intent: T\n",
"*************\n",
"ITEM: 1247/1400\n",
"Sentence: As they say in the trade .\n",
"q: How is the word 'trade' being used?\n",
"a: In simple language, it means\n",
"'the business world'.\n",
"Sentence: The skilled trades were the first to organize modern labor unions .\n",
"q: How is the word 'trade' being used?\n",
"a: In simple language, it means\n",
"'a group of people who do the same job'.\n",
"similarity: 185.646\n",
"intent: T\n",
"*************\n",
"ITEM: 1248/1400\n",
"Sentence: Children acquire language at an amazing rate .\n",
"q: How is the verb 'acquire' being used?\n",
"a: In simple language, it means\n",
"'to learn'.\n",
"Sentence: I acquired a strong aversion to television .\n",
"q: How is the verb 'acquire' being used?\n",
"a: In simple language, it means\n",
"'to develop a strong dislike for'.\n",
"similarity: 222.771\n",
"intent: T\n",
"*************\n",
"ITEM: 1249/1400\n",
"Sentence: We do n't segregate in this county .\n",
"q: How is the verb 'segregate' being used?\n",
"a: In simple language, it means\n",
"'to separate'.\n",
"Sentence: This neighborhood is segregated .\n",
"q: How is the verb 'segregate' being used?\n",
"a: In simple language, it means\n",
"'to separate'.\n",
"similarity: 380.29\n",
"intent: T\n",
"*************\n",
"ITEM: 1250/1400\n",
"Sentence: He is the dean of foreign correspondents .\n",
"q: How is the word 'dean' being used?\n",
"a: In simple language, it means\n",
"'the most important person in a group'.\n",
"Sentence: Dean of the diplomatic corps - a country 's most senior ambassador .\n",
"q: How is the word 'dean' being used?\n",
"a: In simple language, it means\n",
"'the most important person in a group'.\n",
"similarity: 295.393\n",
"intent: T\n",
"*************\n",
"ITEM: 1251/1400\n",
"Sentence: The third series of Friends aired from 1996 to 1997 .\n",
"q: How is the word 'series' being used?\n",
"a: In simple language, it means\n",
"'a set of things that are similar'.\n",
"Sentence: The harmonic series has been much studied .\n",
"q: How is the word 'series' being used?\n",
"a: In simple language, it means\n",
"'a set of things that are similar'.\n",
"similarity: 287.398\n",
"intent: T\n",
"*************\n",
"ITEM: 1252/1400\n",
"Sentence: The prisoner tried to flee , but was caught by the guards .\n",
"q: How is the verb 'flee' being used?\n",
"a: In simple language, it means\n",
"'to run away'.\n",
"Sentence: He threw down his gun and fled .\n",
"q: How is the verb 'flee' being used?\n",
"a: In simple language, it means\n",
"'to run away'.\n",
"similarity: 326.807\n",
"intent: T\n",
"*************\n",
"ITEM: 1253/1400\n",
"Sentence: The race is to the swift .\n",
"q: How is the word 'race' being used?\n",
"a: In simple language, it means\n",
"'a competition'.\n",
"Sentence: Some biologists doubt that there are important genetic differences between races of human beings .\n",
"q: How is the word 'race' being used?\n",
"a: In simple language, it means\n",
"'a group of people who are similar in some way'.\n",
"similarity: 170.178\n",
"intent: T\n",
"*************\n",
"ITEM: 1254/1400\n",
"Sentence: Crisscross the sheet of paper .\n",
"q: How is the verb 'crisscross' being used?\n",
"a: In simple language, it means\n",
"'to cross'.\n",
"Sentence: Wrinkles crisscrossed her face .\n",
"q: How is the verb 'crisscross' being used?\n",
"a: In simple language, it means\n",
"'to cross'.\n",
"similarity: 374.278\n",
"intent: T\n",
"*************\n",
"ITEM: 1255/1400\n",
"Sentence: The trees cast a delicate web of shadows over the lawn .\n",
"q: How is the word 'web' being used?\n",
"a: In simple language, it means\n",
"'a pattern of lines'.\n",
"Sentence: Some of that content is now only available on the Web .\n",
"q: How is the word 'web' being used?\n",
"a: In simple language, it means\n",
"'the Internet'.\n",
"similarity: 91.132\n",
"intent: T\n",
"*************\n",
"ITEM: 1256/1400\n",
"Sentence: Steep the blossoms in oil .\n",
"q: How is the verb 'steep' being used?\n",
"a: In simple language, it means\n",
"'to soak'.\n",
"Sentence: Steep the fruit in alcohol .\n",
"q: How is the verb 'steep' being used?\n",
"a: In simple language, it means\n",
"'to soak'.\n",
"similarity: 456.776\n",
"intent: T\n",
"*************\n",
"ITEM: 1257/1400\n",
"Sentence: Stalk the woods for deer .\n",
"q: How is the verb 'stalk' being used?\n",
"a: In simple language, it means\n",
"'to walk quietly'.\n",
"Sentence: I stalked the woods for game .\n",
"q: How is the verb 'stalk' being used?\n",
"a: In simple language, it means\n",
"'to follow'.\n",
"similarity: 167.631\n",
"intent: T\n",
"*************\n",
"ITEM: 1258/1400\n",
"Sentence: The retraction of the landing gear .\n",
"q: How is the word 'retraction' being used?\n",
"a: In simple language, it means\n",
"'the act of pulling something back'.\n",
"Sentence: Retraction of the foreskin .\n",
"q: How is the word 'retraction' being used?\n",
"a: In simple language, it means\n",
"'the act of pulling something back'.\n",
"similarity: 318.095\n",
"intent: T\n",
"*************\n",
"ITEM: 1259/1400\n",
"Sentence: To bandy words ( with somebody ) .\n",
"q: How is the verb 'bandy' being used?\n",
"a: In simple language, it means\n",
"'to exchange'.\n",
"Sentence: We bandied around these difficult questions .\n",
"q: How is the verb 'bandy' being used?\n",
"a: In simple language, it means\n",
"'to discuss'.\n",
"similarity: 289.134\n",
"intent: T\n",
"*************\n",
"ITEM: 1260/1400\n",
"Sentence: Mulligan 's sentence was commuted from death to transportation .\n",
"q: How is the word 'transportation' being used?\n",
"a: In simple language, it means\n",
"'to move from one place to another'.\n",
"Sentence: The sentence was one of transportation for life .\n",
"q: How is the word 'transportation' being used?\n",
"a: In simple language, it means\n",
"'to move from one place to another'.\n",
"similarity: 207.609\n",
"intent: T\n",
"*************\n",
"ITEM: 1261/1400\n",
"Sentence: It is in the center of town .\n",
"q: How is the word 'center' being used?\n",
"a: In simple language, it means\n",
"'the middle of something'.\n",
"Sentence: They were raising money to build a new center for research .\n",
"q: How is the word 'center' being used?\n",
"a: In simple language, it means\n",
"'the middle of something'.\n",
"similarity: 320.367\n",
"intent: T\n",
"*************\n",
"ITEM: 1262/1400\n",
"Sentence: He took a wrong turn on the access to the bridge .\n",
"q: How is the word 'access' being used?\n",
"a: In simple language, it means\n",
"'a way to get to something'.\n",
"Sentence: He gained access to the building .\n",
"q: How is the word 'access' being used?\n",
"a: In simple language, it means\n",
"'permission to enter'.\n",
"similarity: 120.899\n",
"intent: T\n",
"*************\n",
"ITEM: 1263/1400\n",
"Sentence: Tack the notice on the board .\n",
"q: How is the verb 'tack' being used?\n",
"a: In simple language, it means\n",
"'to attach'.\n",
"Sentence: He tacked together some verses .\n",
"q: How is the verb 'tack' being used?\n",
"a: In simple language, it means\n",
"'to put together'.\n",
"similarity: 277.943\n",
"intent: T\n",
"*************\n",
"ITEM: 1264/1400\n",
"Sentence: Cybernate a factory .\n",
"q: How is the verb 'cybernate' being used?\n",
"a: In simple language, it means\n",
"'to automate'.\n",
"Sentence: We live in a cybernated age .\n",
"q: How is the verb 'cybernate' being used?\n",
"a: In simple language, it means\n",
"'to automate'.\n",
"similarity: 529.267\n",
"intent: T\n",
"*************\n",
"ITEM: 1265/1400\n",
"Sentence: Words like ` conservative ' require periodic redefinition .\n",
"q: How is the word 'redefinition' being used?\n",
"a: In simple language, it means\n",
"'to change the meaning of something'.\n",
"Sentence: She provided a redefinition of his duties .\n",
"q: How is the word 'redefinition' being used?\n",
"a: In simple language, it means\n",
"'to change the meaning of something'.\n",
"similarity: 274.875\n",
"intent: T\n",
"*************\n",
"ITEM: 1266/1400\n",
"Sentence: Vice offends the moral standards of the community .\n",
"q: How is the word 'vice' being used?\n",
"a: In simple language, it means\n",
"'bad habit'.\n",
"Sentence: Smoking is a vice , not a virtue .\n",
"q: How is the word 'vice' being used?\n",
"a: In simple language, it means\n",
"'bad habit'.\n",
"similarity: 404.548\n",
"intent: T\n",
"*************\n",
"ITEM: 1267/1400\n",
"Sentence: Maybe that 's how it works in TV - land , bu not in the real world .\n",
"q: How is the word 'land' being used?\n",
"a: In simple language, it means\n",
"'the place where people live'.\n",
"Sentence: He made it the law of the land .\n",
"q: How is the word 'land' being used?\n",
"a: In simple language, it means\n",
"'the place where people live'.\n",
"similarity: 275.246\n",
"intent: T\n",
"*************\n",
"ITEM: 1268/1400\n",
"Sentence: There was no bar against leaving .\n",
"q: How is the word 'bar' being used?\n",
"a: In simple language, it means\n",
"'a restriction'.\n",
"Sentence: The window was protected by steel bars .\n",
"q: How is the word 'bar' being used?\n",
"a: In simple language, it means\n",
"'a long, thin piece of metal'.\n",
"similarity: 223.192\n",
"intent: T\n",
"*************\n",
"ITEM: 1269/1400\n",
"Sentence: Every integer is a real number , but not vice versa .\n",
"q: How is the word 'real' being used?\n",
"a: In simple language, it means\n",
"'not an imaginary number'.\n",
"Sentence: A real number can be regarded abstractly as an equivalence class of Cauchy sequences of real numbers .\n",
"q: How is the word 'real' being used?\n",
"a: In simple language, it means\n",
"'not an imaginary number'.\n",
"similarity: 414.252\n",
"intent: T\n",
"*************\n",
"ITEM: 1270/1400\n",
"Sentence: Solve for x .\n",
"q: How is the verb 'solve' being used?\n",
"a: In simple language, it means\n",
"'to find the value of'.\n",
"Sentence: Solve an equation .\n",
"q: How is the verb 'solve' being used?\n",
"a: In simple language, it means\n",
"'to find the value of'.\n",
"similarity: 344.508\n",
"intent: T\n",
"*************\n",
"ITEM: 1271/1400\n",
"Sentence: The superlative of \" big \" is \" biggest \" .\n",
"q: How is the word 'superlative' being used?\n",
"a: In simple language, it means\n",
"'the best'.\n",
"Sentence: ` most surely ' is the superlative of the adverb ` surely ' .\n",
"q: How is the word 'superlative' being used?\n",
"a: In simple language, it means\n",
"'the most'.\n",
"similarity: 297.772\n",
"intent: T\n",
"*************\n",
"ITEM: 1272/1400\n",
"Sentence: The studio had a northern exposure .\n",
"q: How is the word 'exposure' being used?\n",
"a: In simple language, it means\n",
"'a view'.\n",
"Sentence: The exposure of his anger was shocking .\n",
"q: How is the word 'exposure' being used?\n",
"a: In simple language, it means\n",
"'to reveal'.\n",
"similarity: 120.022\n",
"intent: T\n",
"*************\n",
"ITEM: 1273/1400\n",
"Sentence: This is a strange kind of tobacco .\n",
"q: How is the word 'kind' being used?\n",
"a: In simple language, it means\n",
"'type'.\n",
"Sentence: What kinds of desserts are there ?\n",
"q: How is the word 'kind' being used?\n",
"a: In simple language, it means\n",
"'type'.\n",
"similarity: 405.216\n",
"intent: T\n",
"*************\n",
"ITEM: 1274/1400\n",
"Sentence: He swore vengeance on the man who betrayed him .\n",
"q: How is the word 'vengeance' being used?\n",
"a: In simple language, it means\n",
"'revenge'.\n",
"Sentence: Vengeance is mine .\n",
"q: How is the word 'vengeance' being used?\n",
"a: In simple language, it means\n",
"'I will take revenge'.\n",
"similarity: 244.166\n",
"intent: T\n",
"*************\n",
"ITEM: 1275/1400\n",
"Sentence: I ca n't hack it anymore .\n",
"q: How is the verb 'hack' being used?\n",
"a: In simple language, it means\n",
"'to endure'.\n",
"Sentence: He hacked his way through the forest .\n",
"q: How is the verb 'hack' being used?\n",
"a: In simple language, it means\n",
"'to cut'.\n",
"similarity: 197.129\n",
"intent: T\n",
"*************\n",
"ITEM: 1276/1400\n",
"Sentence: File for divorce .\n",
"q: How is the verb 'file' being used?\n",
"a: In simple language, it means\n",
"'to submit'.\n",
"Sentence: File a complaint .\n",
"q: How is the verb 'file' being used?\n",
"a: In simple language, it means\n",
"'to submit'.\n",
"similarity: 382.946\n",
"intent: T\n",
"*************\n",
"ITEM: 1277/1400\n",
"Sentence: Justify the margins .\n",
"q: How is the verb 'justify' being used?\n",
"a: In simple language, it means\n",
"'to explain'.\n",
"Sentence: The end justifies the means .\n",
"q: How is the verb 'justify' being used?\n",
"a: In simple language, it means\n",
"'to explain'.\n",
"similarity: 351.506\n",
"intent: T\n",
"*************\n",
"ITEM: 1278/1400\n",
"Sentence: I suspect him of being the thief .\n",
"q: How is the verb 'suspect' being used?\n",
"a: In simple language, it means\n",
"'to believe'.\n",
"Sentence: The U.S. suspected Bin Laden as the mastermind behind the terrorist attacks .\n",
"q: How is the verb 'suspect' being used?\n",
"a: In simple language, it means\n",
"'to believe'.\n",
"similarity: 348.51\n",
"intent: T\n",
"*************\n",
"ITEM: 1279/1400\n",
"Sentence: They struck in support of their claim for a shorter work day .\n",
"q: How is the word 'claim' being used?\n",
"a: In simple language, it means\n",
"'a demand'.\n",
"Sentence: His claim asked for damages .\n",
"q: How is the word 'claim' being used?\n",
"a: In simple language, it means\n",
"'a demand'.\n",
"similarity: 477.229\n",
"intent: T\n",
"*************\n",
"ITEM: 1280/1400\n",
"Sentence: He changed the arrangement of the topics .\n",
"q: How is the word 'arrangement' being used?\n",
"a: In simple language, it means\n",
"'the order in which things are done'.\n",
"Sentence: The arrangement of the furniture .\n",
"q: How is the word 'arrangement' being used?\n",
"a: In simple language, it means\n",
"'the way in which things are placed'.\n",
"similarity: 169.108\n",
"intent: T\n",
"*************\n",
"ITEM: 1281/1400\n",
"Sentence: A man of action .\n",
"q: How is the word 'action' being used?\n",
"a: In simple language, it means\n",
"'a person who does things'.\n",
"Sentence: He is out of action .\n",
"q: How is the word 'action' being used?\n",
"a: In simple language, it means\n",
"'not working'.\n",
"similarity: 66.483\n",
"intent: T\n",
"*************\n",
"ITEM: 1282/1400\n",
"Sentence: They kept in daily contact .\n",
"q: How is the word 'contact' being used?\n",
"a: In simple language, it means\n",
"'communication'.\n",
"Sentence: They claimed that they had been in contact with extraterrestrial beings .\n",
"q: How is the word 'contact' being used?\n",
"a: In simple language, it means\n",
"'communication'.\n",
"similarity: 485.189\n",
"intent: T\n",
"*************\n",
"ITEM: 1283/1400\n",
"Sentence: Capture the essence of Spring .\n",
"q: How is the verb 'capture' being used?\n",
"a: In simple language, it means\n",
"'to understand'.\n",
"Sentence: Capture an idea .\n",
"q: How is the verb 'capture' being used?\n",
"a: In simple language, it means\n",
"'to understand'.\n",
"similarity: 353.585\n",
"intent: T\n",
"*************\n",
"ITEM: 1284/1400\n",
"Sentence: Your views do n't count here .\n",
"q: How is the verb 'count' being used?\n",
"a: In simple language, it means\n",
"'to be important'.\n",
"Sentence: Count your change .\n",
"q: How is the verb 'count' being used?\n",
"a: In simple language, it means\n",
"'to check'.\n",
"similarity: 174.764\n",
"intent: T\n",
"*************\n",
"ITEM: 1285/1400\n",
"Sentence: Sensitivity to pain .\n",
"q: How is the word 'sensitivity' being used?\n",
"a: In simple language, it means\n",
"'the ability to feel pain'.\n",
"Sentence: A galvanometer of extreme sensitivity .\n",
"q: How is the word 'sensitivity' being used?\n",
"a: In simple language, it means\n",
"'the ability to feel pain'.\n",
"similarity: 299.354\n",
"intent: T\n",
"*************\n",
"ITEM: 1286/1400\n",
"Sentence: The colors do n't intrude on the viewer .\n",
"q: How is the verb 'intrude' being used?\n",
"a: In simple language, it means\n",
"'to enter'.\n",
"Sentence: They intruded on our dinner party .\n",
"q: How is the verb 'intrude' being used?\n",
"a: In simple language, it means\n",
"'to enter'.\n",
"similarity: 384.537\n",
"intent: T\n",
"*************\n",
"ITEM: 1287/1400\n",
"Sentence: The children were playing ball on the beach .\n",
"q: How is the word 'ball' being used?\n",
"a: In simple language, it means\n",
"'a round object'.\n",
"Sentence: She kicked him in the balls and got away .\n",
"q: How is the word 'ball' being used?\n",
"a: In simple language, it means\n",
"'a male's testicles'.\n",
"similarity: 202.429\n",
"intent: T\n",
"*************\n",
"ITEM: 1288/1400\n",
"Sentence: She sent unruly pupils to see the principal .\n",
"q: How is the word 'principal' being used?\n",
"a: In simple language, it means\n",
"'the head of a school'.\n",
"Sentence: A portion of your mortgage payment goes to reduce the principal , and the rest covers interest .\n",
"q: How is the word 'principal' being used?\n",
"a: In simple language, it means\n",
"'the original amount borrowed'.\n",
"similarity: 85.121\n",
"intent: T\n",
"*************\n",
"ITEM: 1289/1400\n",
"Sentence: Row the boat across the lake .\n",
"q: How is the verb 'row' being used?\n",
"a: In simple language, it means\n",
"'to move a boat using oars'.\n",
"Sentence: They rowed the canals of Venice .\n",
"q: How is the verb 'row' being used?\n",
"a: In simple language, it means\n",
"'to move a boat using oars'.\n",
"similarity: 323.825\n",
"intent: T\n",
"*************\n",
"ITEM: 1290/1400\n",
"Sentence: His responsibilities were a constant strain .\n",
"q: How is the word 'strain' being used?\n",
"a: In simple language, it means\n",
"'a feeling of being under pressure'.\n",
"Sentence: He created a new strain of sheep .\n",
"q: How is the word 'strain' being used?\n",
"a: In simple language, it means\n",
"'a type of animal'.\n",
"similarity: 91.784\n",
"intent: T\n",
"*************\n",
"ITEM: 1291/1400\n",
"Sentence: The winner was a true sleeper -- no one expected him to get it .\n",
"q: How is the word 'sleeper' being used?\n",
"a: In simple language, it means\n",
"'a person who is not expected to win'.\n",
"Sentence: The British call a railroad tie a sleeper .\n",
"q: How is the word 'sleeper' being used?\n",
"a: In simple language, it means\n",
"'a bed'.\n",
"similarity: 57.304\n",
"intent: T\n",
"*************\n",
"ITEM: 1292/1400\n",
"Sentence: Correct the alignment of the front wheels .\n",
"q: How is the verb 'correct' being used?\n",
"a: In simple language, it means\n",
"'to make right'.\n",
"Sentence: The stock market corrected .\n",
"q: How is the verb 'correct' being used?\n",
"a: In simple language, it means\n",
"'to go down'.\n",
"similarity: 96.898\n",
"intent: T\n",
"*************\n",
"ITEM: 1293/1400\n",
"Sentence: The scientist must stop to observe and start to excogitate .\n",
"q: How is the verb 'excogitate' being used?\n",
"a: In simple language, it means\n",
"'to think'.\n",
"Sentence: Excogitate a way to measure the speed of light .\n",
"q: How is the verb 'excogitate' being used?\n",
"a: In simple language, it means\n",
"'to think'.\n",
"similarity: 337.786\n",
"intent: T\n",
"*************\n",
"ITEM: 1294/1400\n",
"Sentence: I have only begun to glimpse the magnitude of the problem .\n",
"q: How is the verb 'glimpse' being used?\n",
"a: In simple language, it means\n",
"'to see a little bit'.\n",
"Sentence: We glimpsed the Queen as she got into her limousine .\n",
"q: How is the verb 'glimpse' being used?\n",
"a: In simple language, it means\n",
"'to see a little bit'.\n",
"similarity: 366.579\n",
"intent: T\n",
"*************\n",
"ITEM: 1295/1400\n",
"Sentence: They sought to explode the myth .\n",
"q: How is the verb 'explode' being used?\n",
"a: In simple language, it means\n",
"'to destroy'.\n",
"Sentence: The enemy exploded the bridge .\n",
"q: How is the verb 'explode' being used?\n",
"a: In simple language, it means\n",
"'to destroy'.\n",
"similarity: 353.745\n",
"intent: T\n",
"*************\n",
"ITEM: 1296/1400\n",
"Sentence: They said nothing of great interest .\n",
"q: How is the word 'interest' being used?\n",
"a: In simple language, it means\n",
"'something that is interesting'.\n",
"Sentence: Primary colors can add interest to a room .\n",
"q: How is the word 'interest' being used?\n",
"a: In simple language, it means\n",
"'to make something more interesting'.\n",
"similarity: 241.849\n",
"intent: T\n",
"*************\n",
"ITEM: 1297/1400\n",
"Sentence: Is anything the matter ?\n",
"q: How is the word 'matter' being used?\n",
"a: In simple language, it means\n",
"'something important'.\n",
"Sentence: He always took some reading matter with him on the plane .\n",
"q: How is the word 'matter' being used?\n",
"a: In simple language, it means\n",
"'something to read'.\n",
"similarity: 233.147\n",
"intent: T\n",
"*************\n",
"ITEM: 1298/1400\n",
"Sentence: Please observe the reaction of these two chemicals .\n",
"q: How is the verb 'observe' being used?\n",
"a: In simple language, it means\n",
"'to watch'.\n",
"Sentence: She observed that his presentation took up too much time .\n",
"q: How is the verb 'observe' being used?\n",
"a: In simple language, it means\n",
"'to notice'.\n",
"similarity: 266.546\n",
"intent: T\n",
"*************\n",
"ITEM: 1299/1400\n",
"Sentence: Buddhists believe that suffering is right at the heart of all life .\n",
"q: How is the word 'heart' being used?\n",
"a: In simple language, it means\n",
"'the most important part'.\n",
"Sentence: The wood at the heart of a tree is the oldest .\n",
"q: How is the word 'heart' being used?\n",
"a: In simple language, it means\n",
"'the most important part'.\n",
"similarity: 301.431\n",
"intent: T\n",
"*************\n",
"ITEM: 1300/1400\n",
"Sentence: Extend a hand .\n",
"q: How is the verb 'extend' being used?\n",
"a: In simple language, it means\n",
"'to reach out'.\n",
"Sentence: Extend your backyard .\n",
"q: How is the verb 'extend' being used?\n",
"a: In simple language, it means\n",
"'to make longer'.\n",
"similarity: 170.368\n",
"intent: T\n",
"*************\n",
"ITEM: 1301/1400\n",
"Sentence: Their poor behavior was due to the rawness of the troops .\n",
"q: How is the word 'rawness' being used?\n",
"a: In simple language, it means\n",
"'lack of experience'.\n",
"Sentence: After taking a cold , rawness of the larynx and trachea come on .\n",
"q: How is the word 'rawness' being used?\n",
"a: In simple language, it means\n",
"'inflammation'.\n",
"similarity: 77.895\n",
"intent: T\n",
"*************\n",
"ITEM: 1302/1400\n",
"Sentence: The lung cancer patient can not inspire air very well .\n",
"q: How is the verb 'inspire' being used?\n",
"a: In simple language, it means\n",
"'to breathe'.\n",
"Sentence: The patient has trouble inspiring .\n",
"q: How is the verb 'inspire' being used?\n",
"a: In simple language, it means\n",
"'to breathe'.\n",
"similarity: 374.292\n",
"intent: T\n",
"*************\n",
"ITEM: 1303/1400\n",
"Sentence: The outcome was in his favor .\n",
"q: How is the word 'favor' being used?\n",
"a: In simple language, it means\n",
"'to be in a good position'.\n",
"Sentence: That style is in favor this season .\n",
"q: How is the word 'favor' being used?\n",
"a: In simple language, it means\n",
"'to be popular'.\n",
"similarity: 136.238\n",
"intent: T\n",
"*************\n",
"ITEM: 1304/1400\n",
"Sentence: Coarsen the surface .\n",
"q: How is the verb 'coarsen' being used?\n",
"a: In simple language, it means\n",
"'to make rough'.\n",
"Sentence: Because the wool is poor quality it will coarsen the fabric .\n",
"q: How is the verb 'coarsen' being used?\n",
"a: In simple language, it means\n",
"'to make rough'.\n",
"similarity: 395.437\n",
"intent: T\n",
"*************\n",
"ITEM: 1305/1400\n",
"Sentence: You reek of perfume .\n",
"q: How is the verb 'reek' being used?\n",
"a: In simple language, it means\n",
"'to smell'.\n",
"Sentence: Your fridge reeks of egg .\n",
"q: How is the verb 'reek' being used?\n",
"a: In simple language, it means\n",
"'to smell'.\n",
"similarity: 398.712\n",
"intent: T\n",
"*************\n",
"ITEM: 1306/1400\n",
"Sentence: He came in a close second .\n",
"q: How is the word 'second' being used?\n",
"a: In simple language, it means\n",
"'the second-best'.\n",
"Sentence: The treasure is 2 minutes and 45 seconds south of here .\n",
"q: How is the word 'second' being used?\n",
"a: In simple language, it means\n",
"'the second-best'.\n",
"similarity: 302.465\n",
"intent: T\n",
"*************\n",
"ITEM: 1307/1400\n",
"Sentence: What was responsible for the disappearance of the rainforest ?\n",
"q: How is the word 'disappearance' being used?\n",
"a: In simple language, it means\n",
"'to vanish'.\n",
"Sentence: He regretted the disappearance of Greek from school curricula .\n",
"q: How is the word 'disappearance' being used?\n",
"a: In simple language, it means\n",
"'to vanish'.\n",
"similarity: 424.701\n",
"intent: T\n",
"*************\n",
"ITEM: 1308/1400\n",
"Sentence: He was numb with shock .\n",
"q: How is the word 'shock' being used?\n",
"a: In simple language, it means\n",
"'to be very surprised'.\n",
"Sentence: Whole fields of wheat in shock .\n",
"q: How is the word 'shock' being used?\n",
"a: In simple language, it means\n",
"'to be very surprised'.\n",
"similarity: 364.767\n",
"intent: T\n",
"*************\n",
"ITEM: 1309/1400\n",
"Sentence: The whole argument rested on a basis of conjecture .\n",
"q: How is the word 'basis' being used?\n",
"a: In simple language, it means\n",
"'a foundation'.\n",
"Sentence: He worked on an interim basis .\n",
"q: How is the word 'basis' being used?\n",
"a: In simple language, it means\n",
"'temporarily'.\n",
"similarity: 82.379\n",
"intent: T\n",
"*************\n",
"ITEM: 1310/1400\n",
"Sentence: A quarter of a pound .\n",
"q: How is the word 'quarter' being used?\n",
"a: In simple language, it means\n",
"'one fourth'.\n",
"Sentence: The Latin Quarter .\n",
"q: How is the word 'quarter' being used?\n",
"a: In simple language, it means\n",
"'a part of a city'.\n",
"similarity: 238.736\n",
"intent: T\n",
"*************\n",
"ITEM: 1311/1400\n",
"Sentence: Drugs have become a sickness they can not cure .\n",
"q: How is the word 'sickness' being used?\n",
"a: In simple language, it means\n",
"'a problem'.\n",
"Sentence: A great sickness of his judgment .\n",
"q: How is the word 'sickness' being used?\n",
"a: In simple language, it means\n",
"'a problem'.\n",
"similarity: 399.304\n",
"intent: T\n",
"*************\n",
"ITEM: 1312/1400\n",
"Sentence: A person of importance .\n",
"q: How is the word 'importance' being used?\n",
"a: In simple language, it means\n",
"'a person who is important'.\n",
"Sentence: The importance of a well-balanced diet .\n",
"q: How is the word 'importance' being used?\n",
"a: In simple language, it means\n",
"'the importance of something'.\n",
"similarity: 192.72\n",
"intent: T\n",
"*************\n",
"ITEM: 1313/1400\n",
"Sentence: Could you convert my dollars into pounds ?\n",
"q: How is the verb 'convert' being used?\n",
"a: In simple language, it means\n",
"'to change'.\n",
"Sentence: Convert centimeters into inches .\n",
"q: How is the verb 'convert' being used?\n",
"a: In simple language, it means\n",
"'to change'.\n",
"similarity: 354.797\n",
"intent: T\n",
"*************\n",
"ITEM: 1314/1400\n",
"Sentence: That salesman must have practiced his fast line of talk .\n",
"q: How is the word 'line' being used?\n",
"a: In simple language, it means\n",
"'a way of talking'.\n",
"Sentence: ` let me show you my etchings ' is a rather worn line .\n",
"q: How is the word 'line' being used?\n",
"a: In simple language, it means\n",
"'a way of talking'.\n",
"similarity: 324.384\n",
"intent: T\n",
"*************\n",
"ITEM: 1315/1400\n",
"Sentence: We aim to provide the local community with more green spaces .\n",
"q: How is the verb 'provide' being used?\n",
"a: In simple language, it means\n",
"'to give'.\n",
"Sentence: The hostess provided lunch for all the guests .\n",
"q: How is the verb 'provide' being used?\n",
"a: In simple language, it means\n",
"'to give'.\n",
"similarity: 352.559\n",
"intent: T\n",
"*************\n",
"ITEM: 1316/1400\n",
"Sentence: Score the clay before firing it .\n",
"q: How is the verb 'score' being used?\n",
"a: In simple language, it means\n",
"'to cut'.\n",
"Sentence: He scored a 200 .\n",
"q: How is the verb 'score' being used?\n",
"a: In simple language, it means\n",
"'to achieve'.\n",
"similarity: 173.546\n",
"intent: T\n",
"*************\n",
"ITEM: 1317/1400\n",
"Sentence: To reach one a book .\n",
"q: How is the verb 'reach' being used?\n",
"a: In simple language, it means\n",
"'to touch'.\n",
"Sentence: This car can reach a speed of 140 miles per hour .\n",
"q: How is the verb 'reach' being used?\n",
"a: In simple language, it means\n",
"'to touch'.\n",
"similarity: 385.896\n",
"intent: T\n",
"*************\n",
"ITEM: 1318/1400\n",
"Sentence: He took what he wanted and I got the balance .\n",
"q: How is the word 'balance' being used?\n",
"a: In simple language, it means\n",
"'the rest'.\n",
"Sentence: The balance of the agreement remains in effect .\n",
"q: How is the word 'balance' being used?\n",
"a: In simple language, it means\n",
"'the rest'.\n",
"similarity: 363.159\n",
"intent: T\n",
"*************\n",
"ITEM: 1319/1400\n",
"Sentence: She gave a gasp and fainted .\n",
"q: How is the word 'gasp' being used?\n",
"a: In simple language, it means\n",
"'a sudden breath'.\n",
"Sentence: I 'm popping out for a gasp .\n",
"q: How is the word 'gasp' being used?\n",
"a: In simple language, it means\n",
"'a short break'.\n",
"similarity: 238.101\n",
"intent: T\n",
"*************\n",
"ITEM: 1320/1400\n",
"Sentence: Nobody has crossed the void since one man died trying three hundred years ago ; it 's high time we had another go .\n",
"q: How is the word 'void' being used?\n",
"a: In simple language, it means\n",
"'space'.\n",
"Sentence: The huge desert voids .\n",
"q: How is the word 'void' being used?\n",
"a: In simple language, it means\n",
"'empty'.\n",
"similarity: 273.965\n",
"intent: T\n",
"*************\n",
"ITEM: 1321/1400\n",
"Sentence: I 'm on a permanent high these days .\n",
"q: How is the word 'high' being used?\n",
"a: In simple language, it means\n",
"'feeling good'.\n",
"Sentence: Summer temperatures reached an all-time high .\n",
"q: How is the word 'high' being used?\n",
"a: In simple language, it means\n",
"'the highest temperature ever recorded'.\n",
"similarity: 37.682\n",
"intent: T\n",
"*************\n",
"ITEM: 1322/1400\n",
"Sentence: I managed his campaign for governor .\n",
"q: How is the word 'campaign' being used?\n",
"a: In simple language, it means\n",
"'a race for an office'.\n",
"Sentence: An election campaign .\n",
"q: How is the word 'campaign' being used?\n",
"a: In simple language, it means\n",
"'a race for an office'.\n",
"similarity: 388.357\n",
"intent: T\n",
"*************\n",
"ITEM: 1323/1400\n",
"Sentence: His hard work soon attracted the teacher 's notice .\n",
"q: How is the word 'notice' being used?\n",
"a: In simple language, it means\n",
"'attention'.\n",
"Sentence: He gave notice two months before he moved .\n",
"q: How is the word 'notice' being used?\n",
"a: In simple language, it means\n",
"'a formal statement of intention to leave a job'.\n",
"similarity: 112.366\n",
"intent: T\n",
"*************\n",
"ITEM: 1324/1400\n",
"Sentence: That high a neutron flux would be lethal in seconds .\n",
"q: How is the word 'flux' being used?\n",
"a: In simple language, it means\n",
"'a flow of something'.\n",
"Sentence: The newness and flux of the computer industry .\n",
"q: How is the word 'flux' being used?\n",
"a: In simple language, it means\n",
"'a state of change'.\n",
"similarity: 205.548\n",
"intent: T\n",
"*************\n",
"ITEM: 1325/1400\n",
"Sentence: Their love left them indifferent to their surroundings .\n",
"q: How is the word 'love' being used?\n",
"a: In simple language, it means\n",
"'a feeling of liking'.\n",
"Sentence: She was his first love .\n",
"q: How is the word 'love' being used?\n",
"a: In simple language, it means\n",
"'the person he liked the most'.\n",
"similarity: 195.774\n",
"intent: T\n",
"*************\n",
"ITEM: 1326/1400\n",
"Sentence: The right to equal treatment in the criminal justice system .\n",
"q: How is the word 'treatment' being used?\n",
"a: In simple language, it means\n",
"'the way someone is treated'.\n",
"Sentence: The treatment of water sewage .\n",
"q: How is the word 'treatment' being used?\n",
"a: In simple language, it means\n",
"'the way something is treated'.\n",
"similarity: 296.937\n",
"intent: T\n",
"*************\n",
"ITEM: 1327/1400\n",
"Sentence: The addition of flowers created a pleasing effect .\n",
"q: How is the word 'addition' being used?\n",
"a: In simple language, it means\n",
"'the act of adding'.\n",
"Sentence: The addition of five more items to the agenda will make the meeting unbearably long .\n",
"q: How is the word 'addition' being used?\n",
"a: In simple language, it means\n",
"'the act of adding'.\n",
"similarity: 334.887\n",
"intent: T\n",
"*************\n",
"ITEM: 1328/1400\n",
"Sentence: A harvest of love .\n",
"q: How is the word 'harvest' being used?\n",
"a: In simple language, it means\n",
"'a large amount'.\n",
"Sentence: They gathered a harvest of examples .\n",
"q: How is the word 'harvest' being used?\n",
"a: In simple language, it means\n",
"'a large amount'.\n",
"similarity: 387.841\n",
"intent: T\n",
"*************\n",
"ITEM: 1329/1400\n",
"Sentence: Divaricate one 's fingers .\n",
"q: How is the verb 'divaricate' being used?\n",
"a: In simple language, it means\n",
"'to spread apart'.\n",
"Sentence: The road divaricates here .\n",
"q: How is the verb 'divaricate' being used?\n",
"a: In simple language, it means\n",
"'to branch off'.\n",
"similarity: 241.184\n",
"intent: T\n",
"*************\n",
"ITEM: 1330/1400\n",
"Sentence: Resign a claim to the throne .\n",
"q: How is the verb 'resign' being used?\n",
"a: In simple language, it means\n",
"'to give up'.\n",
"Sentence: He resigned the crown to follow his heart .\n",
"q: How is the verb 'resign' being used?\n",
"a: In simple language, it means\n",
"'to give up'.\n",
"similarity: 319.012\n",
"intent: T\n",
"*************\n",
"ITEM: 1331/1400\n",
"Sentence: I know Latin .\n",
"q: How is the verb 'know' being used?\n",
"a: In simple language, it means\n",
"'to understand'.\n",
"Sentence: This student knows her irregular verbs .\n",
"q: How is the verb 'know' being used?\n",
"a: In simple language, it means\n",
"'to understand'.\n",
"similarity: 353.397\n",
"intent: T\n",
"*************\n",
"ITEM: 1332/1400\n",
"Sentence: Their youngest son said grace .\n",
"q: How is the word 'grace' being used?\n",
"a: In simple language, it means\n",
"'a prayer'.\n",
"Sentence: It has become less common to say grace before having dinner .\n",
"q: How is the word 'grace' being used?\n",
"a: In simple language, it means\n",
"'a blessing'.\n",
"similarity: 242.173\n",
"intent: T\n",
"*************\n",
"ITEM: 1333/1400\n",
"Sentence: The King will read the proclamation at noon .\n",
"q: How is the verb 'read' being used?\n",
"a: In simple language, it means\n",
"'to understand'.\n",
"Sentence: Have you read this book ?\n",
"q: How is the verb 'read' being used?\n",
"a: In simple language, it means\n",
"'to understand'.\n",
"similarity: 354.538\n",
"intent: T\n",
"*************\n",
"ITEM: 1334/1400\n",
"Sentence: Cross a horse and a donkey .\n",
"q: How is the verb 'cross' being used?\n",
"a: In simple language, it means\n",
"'to breed'.\n",
"Sentence: The trains crossed .\n",
"q: How is the verb 'cross' being used?\n",
"a: In simple language, it means\n",
"'to meet'.\n",
"similarity: 176.846\n",
"intent: T\n",
"*************\n",
"ITEM: 1335/1400\n",
"Sentence: They wanted to see violence and they got an eyeful .\n",
"q: How is the word 'eyeful' being used?\n",
"a: In simple language, it means\n",
"'a lot'.\n",
"Sentence: She was a statuesque redheaded eyeful .\n",
"q: How is the word 'eyeful' being used?\n",
"a: In simple language, it means\n",
"'a beautiful woman'.\n",
"similarity: 152.691\n",
"intent: T\n",
"*************\n",
"ITEM: 1336/1400\n",
"Sentence: ` least famous ' is the superlative degree of the adjective ` famous ' .\n",
"q: How is the word 'superlative' being used?\n",
"a: In simple language, it means\n",
"'the highest degree'.\n",
"Sentence: ` fastest ' is the superlative of the adjective ` fast ' .\n",
"q: How is the word 'superlative' being used?\n",
"a: In simple language, it means\n",
"'the highest degree'.\n",
"similarity: 335.657\n",
"intent: T\n",
"*************\n",
"ITEM: 1337/1400\n",
"Sentence: Edit film .\n",
"q: How is the verb 'edit' being used?\n",
"a: In simple language, it means\n",
"'to cut'.\n",
"Sentence: The same family has been editing the influential newspaper for almost 100 years .\n",
"q: How is the verb 'edit' being used?\n",
"a: In simple language, it means\n",
"'to manage'.\n",
"similarity: 191.722\n",
"intent: T\n",
"*************\n",
"ITEM: 1338/1400\n",
"Sentence: I represent the silent majority .\n",
"q: How is the verb 'represent' being used?\n",
"a: In simple language, it means\n",
"'to be a symbol of'.\n",
"Sentence: The flower represents a young girl .\n",
"q: How is the verb 'represent' being used?\n",
"a: In simple language, it means\n",
"'to be a symbol of'.\n",
"similarity: 312.152\n",
"intent: T\n",
"*************\n",
"ITEM: 1339/1400\n",
"Sentence: A Democrat usually gets the union 's endorsement .\n",
"q: How is the word 'endorsement' being used?\n",
"a: In simple language, it means\n",
"'approval'.\n",
"Sentence: The association announced its endorsement of the policy .\n",
"q: How is the word 'endorsement' being used?\n",
"a: In simple language, it means\n",
"'approval'.\n",
"similarity: 387.934\n",
"intent: T\n",
"*************\n",
"ITEM: 1340/1400\n",
"Sentence: You must vacate your office by tonight .\n",
"q: How is the verb 'vacate' being used?\n",
"a: In simple language, it means\n",
"'to leave'.\n",
"Sentence: Vacate a death sentence .\n",
"q: How is the verb 'vacate' being used?\n",
"a: In simple language, it means\n",
"'to cancel'.\n",
"similarity: 255.508\n",
"intent: T\n",
"*************\n",
"ITEM: 1341/1400\n",
"Sentence: He grabbed the woman in a chokehold , demanded her cash and jewelry , and then fled .\n",
"q: How is the word 'chokehold' being used?\n",
"a: In simple language, it means\n",
"'a way of holding someone by the neck'.\n",
"Sentence: The president applied a chokehold to labor disputes that inconvenienced the public .\n",
"q: How is the word 'chokehold' being used?\n",
"a: In simple language, it means\n",
"'a way of holding someone by the neck'.\n",
"similarity: 348.816\n",
"intent: T\n",
"*************\n",
"ITEM: 1342/1400\n",
"Sentence: Let 's rent a car .\n",
"q: How is the verb 'rent' being used?\n",
"a: In simple language, it means\n",
"'to borrow'.\n",
"Sentence: We rented our apartment to friends while we were abroad .\n",
"q: How is the verb 'rent' being used?\n",
"a: In simple language, it means\n",
"'to let'.\n",
"similarity: 278.854\n",
"intent: T\n",
"*************\n",
"ITEM: 1343/1400\n",
"Sentence: The French try to sell us their image as great lovers .\n",
"q: How is the verb 'sell' being used?\n",
"a: In simple language, it means\n",
"'to give'.\n",
"Sentence: The new idea sold well in certain circles .\n",
"q: How is the verb 'sell' being used?\n",
"a: In simple language, it means\n",
"'to be accepted'.\n",
"similarity: 203.574\n",
"intent: T\n",
"*************\n",
"ITEM: 1344/1400\n",
"Sentence: Can you express this distance in kilometers ?\n",
"q: How is the verb 'express' being used?\n",
"a: In simple language, it means\n",
"'to convert'.\n",
"Sentence: Italians express coffee rather than filter it .\n",
"q: How is the verb 'express' being used?\n",
"a: In simple language, it means\n",
"'to express one's feelings'.\n",
"similarity: 171.804\n",
"intent: T\n",
"*************\n",
"ITEM: 1345/1400\n",
"Sentence: Squeeze the orange and some juice will come out .\n",
"q: How is the word 'juice' being used?\n",
"a: In simple language, it means\n",
"'liquid'.\n",
"Sentence: Digestive juices .\n",
"q: How is the word 'juice' being used?\n",
"a: In simple language, it means\n",
"'liquid'.\n",
"similarity: 550.608\n",
"intent: T\n",
"*************\n",
"ITEM: 1346/1400\n",
"Sentence: Cast a warm light .\n",
"q: How is the verb 'cast' being used?\n",
"a: In simple language, it means\n",
"'to throw'.\n",
"Sentence: Cast a ballot .\n",
"q: How is the verb 'cast' being used?\n",
"a: In simple language, it means\n",
"'to vote'.\n",
"similarity: 249.758\n",
"intent: T\n",
"*************\n",
"ITEM: 1347/1400\n",
"Sentence: What 's the matter ?\n",
"q: How is the word 'matter' being used?\n",
"a: In simple language, it means\n",
"'problem'.\n",
"Sentence: Several matters to attend to .\n",
"q: How is the word 'matter' being used?\n",
"a: In simple language, it means\n",
"'things'.\n",
"similarity: 190.386\n",
"intent: T\n",
"*************\n",
"ITEM: 1348/1400\n",
"Sentence: The two groups were similar in content .\n",
"q: How is the word 'content' being used?\n",
"a: In simple language, it means\n",
"'the things inside'.\n",
"Sentence: They could read to their heart 's content .\n",
"q: How is the word 'content' being used?\n",
"a: In simple language, it means\n",
"'to be happy'.\n",
"similarity: 78.03\n",
"intent: T\n",
"*************\n",
"ITEM: 1349/1400\n",
"Sentence: Rusticate the house in the country .\n",
"q: How is the verb 'rusticate' being used?\n",
"a: In simple language, it means\n",
"'to send away'.\n",
"Sentence: He was rusticated for his bad behavior .\n",
"q: How is the verb 'rusticate' being used?\n",
"a: In simple language, it means\n",
"'to send away'.\n",
"similarity: 360.078\n",
"intent: T\n",
"*************\n",
"ITEM: 1350/1400\n",
"Sentence: The lines converge at this point .\n",
"q: How is the verb 'converge' being used?\n",
"a: In simple language, it means\n",
"'to meet'.\n",
"Sentence: Social forces converged to bring the Fascists back to power .\n",
"q: How is the verb 'converge' being used?\n",
"a: In simple language, it means\n",
"'to meet'.\n",
"similarity: 371.437\n",
"intent: T\n",
"*************\n",
"ITEM: 1351/1400\n",
"Sentence: When he struck it with a hammer , there was a loud bang .\n",
"q: How is the word 'bang' being used?\n",
"a: In simple language, it means\n",
"'a loud noise'.\n",
"Sentence: My bangs keep getting in my eyes when I swim .\n",
"q: How is the word 'bang' being used?\n",
"a: In simple language, it means\n",
"'hair'.\n",
"similarity: 90.319\n",
"intent: T\n",
"*************\n",
"ITEM: 1352/1400\n",
"Sentence: He can not carry a tune .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'to sing'.\n",
"Sentence: She carried herself well .\n",
"q: How is the verb 'carry' being used?\n",
"a: In simple language, it means\n",
"'to behave'.\n",
"similarity: 218.47\n",
"intent: T\n",
"*************\n",
"ITEM: 1353/1400\n",
"Sentence: That 's a lot of wind .\n",
"q: How is the word 'wind' being used?\n",
"a: In simple language, it means\n",
"'a lot of something'.\n",
"Sentence: As they accelerated onto the motorway , the wind tore the plywood off the car 's roof-rack .\n",
"q: How is the word 'wind' being used?\n",
"a: In simple language, it means\n",
"'a strong current of air'.\n",
"similarity: 161.06\n",
"intent: T\n",
"*************\n",
"ITEM: 1354/1400\n",
"Sentence: Bury a bone .\n",
"q: How is the verb 'bury' being used?\n",
"a: In simple language, it means\n",
"'to hide'.\n",
"Sentence: They buried the stolen goods .\n",
"q: How is the verb 'bury' being used?\n",
"a: In simple language, it means\n",
"'to hide'.\n",
"similarity: 390.071\n",
"intent: T\n",
"*************\n",
"ITEM: 1355/1400\n",
"Sentence: It was too late for the morning edition .\n",
"q: How is the word 'edition' being used?\n",
"a: In simple language, it means\n",
"'a version of a newspaper'.\n",
"Sentence: The first edition appeared in 1920 .\n",
"q: How is the word 'edition' being used?\n",
"a: In simple language, it means\n",
"'the first version of a newspaper'.\n",
"similarity: 338.743\n",
"intent: T\n",
"*************\n",
"ITEM: 1356/1400\n",
"Sentence: Based on your test scores , you have a rank of 23 .\n",
"q: How is the word 'rank' being used?\n",
"a: In simple language, it means\n",
"'a position in a list'.\n",
"Sentence: The fancy hotel was of the first rank .\n",
"q: How is the word 'rank' being used?\n",
"a: In simple language, it means\n",
"'very good'.\n",
"similarity: 70.033\n",
"intent: T\n",
"*************\n",
"ITEM: 1357/1400\n",
"Sentence: A train of thought .\n",
"q: How is the word 'train' being used?\n",
"a: In simple language, it means\n",
"'a series of connected thoughts'.\n",
"Sentence: It led to a train of disasters .\n",
"q: How is the word 'train' being used?\n",
"a: In simple language, it means\n",
"'a series of connected events'.\n",
"similarity: 283.857\n",
"intent: T\n",
"*************\n",
"ITEM: 1358/1400\n",
"Sentence: The neurologist pointed to a troubling trough in the pattern of his brain-waves .\n",
"q: How is the word 'trough' being used?\n",
"a: In simple language, it means\n",
"'a low point'.\n",
"Sentence: The buoy bobbed between the crests and troughs of the waves moving across the bay .\n",
"q: How is the word 'trough' being used?\n",
"a: In simple language, it means\n",
"'a low point'.\n",
"similarity: 404.204\n",
"intent: T\n",
"*************\n",
"ITEM: 1359/1400\n",
"Sentence: Level the ground .\n",
"q: How is the verb 'level' being used?\n",
"a: In simple language, it means\n",
"'to make flat'.\n",
"Sentence: The hunter levels the gun before taking a shot .\n",
"q: How is the verb 'level' being used?\n",
"a: In simple language, it means\n",
"'to aim'.\n",
"similarity: 168.475\n",
"intent: T\n",
"*************\n",
"ITEM: 1360/1400\n",
"Sentence: Every dog has its day .\n",
"q: How is the word 'day' being used?\n",
"a: In simple language, it means\n",
"'a period of time'.\n",
"Sentence: Two days later they left .\n",
"q: How is the word 'day' being used?\n",
"a: In simple language, it means\n",
"'a period of time'.\n",
"similarity: 285.818\n",
"intent: T\n",
"*************\n",
"ITEM: 1361/1400\n",
"Sentence: I wo n't stoop to reading other people 's mail .\n",
"q: How is the verb 'stoop' being used?\n",
"a: In simple language, it means\n",
"'to lower oneself'.\n",
"Sentence: He stooped to tie his shoe-laces .\n",
"q: How is the verb 'stoop' being used?\n",
"a: In simple language, it means\n",
"'to lower oneself'.\n",
"similarity: 392.999\n",
"intent: T\n",
"*************\n",
"ITEM: 1362/1400\n",
"Sentence: I had a strange feeling in my leg .\n",
"q: How is the word 'feeling' being used?\n",
"a: In simple language, it means\n",
"'a sensation'.\n",
"Sentence: He had a queasy feeling .\n",
"q: How is the word 'feeling' being used?\n",
"a: In simple language, it means\n",
"'a sensation'.\n",
"similarity: 452.761\n",
"intent: T\n",
"*************\n",
"ITEM: 1363/1400\n",
"Sentence: Your guests are now in my custody .\n",
"q: How is the word 'custody' being used?\n",
"a: In simple language, it means\n",
"'the state of being in the care of someone'.\n",
"Sentence: The mother was awarded custody of the children .\n",
"q: How is the word 'custody' being used?\n",
"a: In simple language, it means\n",
"'the state of being in the care of someone'.\n",
"similarity: 262.171\n",
"intent: T\n",
"*************\n",
"ITEM: 1364/1400\n",
"Sentence: Erupt in anger .\n",
"q: How is the verb 'erupt' being used?\n",
"a: In simple language, it means\n",
"'to explode'.\n",
"Sentence: Unrest erupted in the country .\n",
"q: How is the verb 'erupt' being used?\n",
"a: In simple language, it means\n",
"'to break out'.\n",
"similarity: 291.418\n",
"intent: T\n",
"*************\n",
"ITEM: 1365/1400\n",
"Sentence: I beg to differ !\n",
"q: How is the verb 'differ' being used?\n",
"a: In simple language, it means\n",
"'to disagree'.\n",
"Sentence: The winter schedule differed from the spring schedule .\n",
"q: How is the verb 'differ' being used?\n",
"a: In simple language, it means\n",
"'to be different'.\n",
"similarity: 286.143\n",
"intent: T\n",
"*************\n",
"ITEM: 1366/1400\n",
"Sentence: I fear the winters in Moscow .\n",
"q: How is the verb 'fear' being used?\n",
"a: In simple language, it means\n",
"'to be afraid of'.\n",
"Sentence: We should not fear the Communists !\n",
"q: How is the verb 'fear' being used?\n",
"a: In simple language, it means\n",
"'to be afraid of'.\n",
"similarity: 304.047\n",
"intent: T\n",
"*************\n",
"ITEM: 1367/1400\n",
"Sentence: Ligate the artery .\n",
"q: How is the verb 'ligate' being used?\n",
"a: In simple language, it means\n",
"'to tie'.\n",
"Sentence: The enzyme ligated .\n",
"q: How is the verb 'ligate' being used?\n",
"a: In simple language, it means\n",
"'to tie'.\n",
"similarity: 422.655\n",
"intent: T\n",
"*************\n",
"ITEM: 1368/1400\n",
"Sentence: Do n't forget the minus sign .\n",
"q: How is the word 'sign' being used?\n",
"a: In simple language, it means\n",
"'a symbol'.\n",
"Sentence: It was a sign from God .\n",
"q: How is the word 'sign' being used?\n",
"a: In simple language, it means\n",
"'a signal'.\n",
"similarity: 313.551\n",
"intent: T\n",
"*************\n",
"ITEM: 1369/1400\n",
"Sentence: Ernest was a historian specializing in the presidency of Herbert Hoover .\n",
"q: How is the word 'presidency' being used?\n",
"a: In simple language, it means\n",
"'the office of president'.\n",
"Sentence: In France , a presidency lasts for five years .\n",
"q: How is the word 'presidency' being used?\n",
"a: In simple language, it means\n",
"'the period of time when someone is president'.\n",
"similarity: 284.079\n",
"intent: T\n",
"*************\n",
"ITEM: 1370/1400\n",
"Sentence: Do n't forget to shuffle the cards .\n",
"q: How is the verb 'shuffle' being used?\n",
"a: In simple language, it means\n",
"'to mix'.\n",
"Sentence: The data packets are shuffled before transmission .\n",
"q: How is the verb 'shuffle' being used?\n",
"a: In simple language, it means\n",
"'to mix'.\n",
"similarity: 446.631\n",
"intent: T\n",
"*************\n",
"ITEM: 1371/1400\n",
"Sentence: It was created with the conscious aim of answering immediate needs .\n",
"q: How is the word 'aim' being used?\n",
"a: In simple language, it means\n",
"'purpose'.\n",
"Sentence: He took aim and fired .\n",
"q: How is the word 'aim' being used?\n",
"a: In simple language, it means\n",
"'to point something at something'.\n",
"similarity: 209.163\n",
"intent: T\n",
"*************\n",
"ITEM: 1372/1400\n",
"Sentence: The wounded lay on stretchers waiting for surgery .\n",
"q: How is the word 'wounded' being used?\n",
"a: In simple language, it means\n",
"'injured'.\n",
"Sentence: They had to leave the wounded where they fell .\n",
"q: How is the word 'wounded' being used?\n",
"a: In simple language, it means\n",
"'injured'.\n",
"similarity: 418.517\n",
"intent: T\n",
"*************\n",
"ITEM: 1373/1400\n",
"Sentence: Boil this liquid until it evaporates .\n",
"q: How is the verb 'boil' being used?\n",
"a: In simple language, it means\n",
"'to heat until vaporization occurs'.\n",
"Sentence: Boil some water in a pan .\n",
"q: How is the verb 'boil' being used?\n",
"a: In simple language, it means\n",
"'to heat until vaporization occurs'.\n",
"similarity: 406.141\n",
"intent: T\n",
"*************\n",
"ITEM: 1374/1400\n",
"Sentence: Clinched a victory .\n",
"q: How is the word 'victory' being used?\n",
"a: In simple language, it means\n",
"'a win'.\n",
"Sentence: The general always gets credit for his army 's victory .\n",
"q: How is the word 'victory' being used?\n",
"a: In simple language, it means\n",
"'a win'.\n",
"similarity: 488.92\n",
"intent: T\n",
"*************\n",
"ITEM: 1375/1400\n",
"Sentence: He has virtually no understanding of social cause and effect .\n",
"q: How is the word 'understanding' being used?\n",
"a: In simple language, it means\n",
"'knowledge'.\n",
"Sentence: There was an understanding between management and the workers .\n",
"q: How is the word 'understanding' being used?\n",
"a: In simple language, it means\n",
"'agreement'.\n",
"similarity: 225.422\n",
"intent: T\n",
"*************\n",
"ITEM: 1376/1400\n",
"Sentence: A British term for ` quarry ' is ` stone pit ' .\n",
"q: How is the word 'quarry' being used?\n",
"a: In simple language, it means\n",
"'a place where stone is dug out'.\n",
"Sentence: Michelangelo personally quarried marble from the world-famous quarry at Carrara .\n",
"q: How is the word 'quarry' being used?\n",
"a: In simple language, it means\n",
"'a place where stone is dug out'.\n",
"similarity: 324.31\n",
"intent: T\n",
"*************\n",
"ITEM: 1377/1400\n",
"Sentence: For actors , memorizing lines is no game .\n",
"q: How is the word 'game' being used?\n",
"a: In simple language, it means\n",
"'something that is easy to do'.\n",
"Sentence: For him , life is all fun and games .\n",
"q: How is the word 'game' being used?\n",
"a: In simple language, it means\n",
"'something that is easy to do'.\n",
"similarity: 281.88\n",
"intent: T\n",
"*************\n",
"ITEM: 1378/1400\n",
"Sentence: He 's been an account holder with us since 2004 .\n",
"q: How is the word 'holder' being used?\n",
"a: In simple language, it means\n",
"'a person who has an account'.\n",
"Sentence: In 2012 , there were 28 living holders of the Victoria Cross or the George Cross .\n",
"q: How is the word 'holder' being used?\n",
"a: In simple language, it means\n",
"'a person who has an award'.\n",
"similarity: 237.588\n",
"intent: T\n",
"*************\n",
"ITEM: 1379/1400\n",
"Sentence: He read a chapter every night before falling asleep .\n",
"q: How is the word 'chapter' being used?\n",
"a: In simple language, it means\n",
"'a part of a book'.\n",
"Sentence: He joined the Atlanta chapter .\n",
"q: How is the word 'chapter' being used?\n",
"a: In simple language, it means\n",
"'a part of a group'.\n",
"similarity: 198.586\n",
"intent: T\n",
"*************\n",
"ITEM: 1380/1400\n",
"Sentence: We put the time of arrival at 8 P.M.\n",
"q: How is the verb 'put' being used?\n",
"a: In simple language, it means\n",
"'to set'.\n",
"Sentence: Put your things here .\n",
"q: How is the verb 'put' being used?\n",
"a: In simple language, it means\n",
"'to place'.\n",
"similarity: 321.97\n",
"intent: T\n",
"*************\n",
"ITEM: 1381/1400\n",
"Sentence: Deflate the air mattress .\n",
"q: How is the verb 'deflate' being used?\n",
"a: In simple language, it means\n",
"'to reduce the size of'.\n",
"Sentence: The balloons deflated .\n",
"q: How is the verb 'deflate' being used?\n",
"a: In simple language, it means\n",
"'to lose air'.\n",
"similarity: 153.588\n",
"intent: T\n",
"*************\n",
"ITEM: 1382/1400\n",
"Sentence: A mother 's love is not easily shaken .\n",
"q: How is the word 'love' being used?\n",
"a: In simple language, it means\n",
"'a feeling of strong affection'.\n",
"Sentence: Children need a lot of love .\n",
"q: How is the word 'love' being used?\n",
"a: In simple language, it means\n",
"'a feeling of strong affection'.\n",
"similarity: 361.003\n",
"intent: T\n",
"*************\n",
"ITEM: 1383/1400\n",
"Sentence: Feed carrots into a food processor .\n",
"q: How is the verb 'feed' being used?\n",
"a: In simple language, it means\n",
"'to put into'.\n",
"Sentence: Her success feeds her vanity .\n",
"q: How is the verb 'feed' being used?\n",
"a: In simple language, it means\n",
"'to support'.\n",
"similarity: 142.515\n",
"intent: T\n",
"*************\n",
"ITEM: 1384/1400\n",
"Sentence: We age every day -- what a depressing thought !\n",
"q: How is the verb 'age' being used?\n",
"a: In simple language, it means\n",
"'to become old'.\n",
"Sentence: She aged gracefully .\n",
"q: How is the verb 'age' being used?\n",
"a: In simple language, it means\n",
"'to become old'.\n",
"similarity: 376.315\n",
"intent: T\n",
"*************\n",
"ITEM: 1385/1400\n",
"Sentence: Psychiatrists , psychologists , social workers and other mental health professionals counsel clients .\n",
"q: How is the verb 'counsel' being used?\n",
"a: In simple language, it means\n",
"'to give advice'.\n",
"Sentence: The lawyer counselled his client to remain silent .\n",
"q: How is the verb 'counsel' being used?\n",
"a: In simple language, it means\n",
"'to give advice'.\n",
"similarity: 355.295\n",
"intent: T\n",
"*************\n",
"ITEM: 1386/1400\n",
"Sentence: The leak gained on the ship 's pumps .\n",
"q: How is the word 'leak' being used?\n",
"a: In simple language, it means\n",
"'to flow'.\n",
"Sentence: I have to take a leak .\n",
"q: How is the word 'leak' being used?\n",
"a: In simple language, it means\n",
"'to urinate'.\n",
"similarity: 228.494\n",
"intent: T\n",
"*************\n",
"ITEM: 1387/1400\n",
"Sentence: To repair a house , a road , a shoe , or a ship .\n",
"q: How is the verb 'repair' being used?\n",
"a: In simple language, it means\n",
"'to fix'.\n",
"Sentence: To repair a shattered fortune .\n",
"q: How is the verb 'repair' being used?\n",
"a: In simple language, it means\n",
"'to fix'.\n",
"similarity: 355.597\n",
"intent: T\n",
"*************\n",
"ITEM: 1388/1400\n",
"Sentence: He ducked behind the garden wall and waited .\n",
"q: How is the word 'wall' being used?\n",
"a: In simple language, it means\n",
"'a structure that is built to keep people out'.\n",
"Sentence: The wall followed the road .\n",
"q: How is the word 'wall' being used?\n",
"a: In simple language, it means\n",
"'a structure that is built to keep people out'.\n",
"similarity: 295.129\n",
"intent: T\n",
"*************\n",
"ITEM: 1389/1400\n",
"Sentence: All parties agree in the expediency of the law .\n",
"q: How is the verb 'agree' being used?\n",
"a: In simple language, it means\n",
"'to be in agreement'.\n",
"Sentence: They agreed about what to do .\n",
"q: How is the verb 'agree' being used?\n",
"a: In simple language, it means\n",
"'to be in agreement'.\n",
"similarity: 279.921\n",
"intent: T\n",
"*************\n",
"ITEM: 1390/1400\n",
"Sentence: Place a phone call .\n",
"q: How is the verb 'place' being used?\n",
"a: In simple language, it means\n",
"'to put'.\n",
"Sentence: Place emphasis on a certain point .\n",
"q: How is the verb 'place' being used?\n",
"a: In simple language, it means\n",
"'to put'.\n",
"similarity: 395.153\n",
"intent: T\n",
"*************\n",
"ITEM: 1391/1400\n",
"Sentence: She went into nursing as a career .\n",
"q: How is the word 'nursing' being used?\n",
"a: In simple language, it means\n",
"'the work of a nurse'.\n",
"Sentence: Study nursing .\n",
"q: How is the word 'nursing' being used?\n",
"a: In simple language, it means\n",
"'the work of a nurse'.\n",
"similarity: 337.183\n",
"intent: T\n",
"*************\n",
"ITEM: 1392/1400\n",
"Sentence: It was all for naught .\n",
"q: How is the word 'naught' being used?\n",
"a: In simple language, it means\n",
"'nothing'.\n",
"Sentence: All my efforts led to naught .\n",
"q: How is the word 'naught' being used?\n",
"a: In simple language, it means\n",
"'nothing'.\n",
"similarity: 434.743\n",
"intent: T\n",
"*************\n",
"ITEM: 1393/1400\n",
"Sentence: From the bow she stared at the mesmerising onrush of the sea where it split and foamed .\n",
"q: How is the word 'onrush' being used?\n",
"a: In simple language, it means\n",
"'a large amount of something'.\n",
"Sentence: The explosion interrupted the wild onrush of her thoughts .\n",
"q: How is the word 'onrush' being used?\n",
"a: In simple language, it means\n",
"'a large amount of something'.\n",
"similarity: 343.032\n",
"intent: T\n",
"*************\n",
"ITEM: 1394/1400\n",
"Sentence: Market runups are invariably followed by a correction .\n",
"q: How is the word 'correction' being used?\n",
"a: In simple language, it means\n",
"'a fall in the market'.\n",
"Sentence: The correction of his vision with eye glasses .\n",
"q: How is the word 'correction' being used?\n",
"a: In simple language, it means\n",
"'a change'.\n",
"similarity: 123.449\n",
"intent: T\n",
"*************\n",
"ITEM: 1395/1400\n",
"Sentence: Fumble a grounder .\n",
"q: How is the verb 'fumble' being used?\n",
"a: In simple language, it means\n",
"'to drop'.\n",
"Sentence: He fumbled the key into the lock .\n",
"q: How is the verb 'fumble' being used?\n",
"a: In simple language, it means\n",
"'to drop'.\n",
"similarity: 417.814\n",
"intent: T\n",
"*************\n",
"ITEM: 1396/1400\n",
"Sentence: An orchard of considerable extent .\n",
"q: How is the word 'extent' being used?\n",
"a: In simple language, it means\n",
"'a large area'.\n",
"Sentence: The vast extent of the desert .\n",
"q: How is the word 'extent' being used?\n",
"a: In simple language, it means\n",
"'a large area'.\n",
"similarity: 450.949\n",
"intent: T\n",
"*************\n",
"ITEM: 1397/1400\n",
"Sentence: Stress is a vasoconstrictor .\n",
"q: How is the word 'stress' being used?\n",
"a: In simple language, it means\n",
"'something that causes stress'.\n",
"Sentence: He put the stress on the wrong syllable .\n",
"q: How is the word 'stress' being used?\n",
"a: In simple language, it means\n",
"'emphasis'.\n",
"similarity: 162.315\n",
"intent: T\n",
"*************\n",
"ITEM: 1398/1400\n",
"Sentence: Build a modern nation .\n",
"q: How is the verb 'build' being used?\n",
"a: In simple language, it means\n",
"'to construct'.\n",
"Sentence: Build a million-dollar business .\n",
"q: How is the verb 'build' being used?\n",
"a: In simple language, it means\n",
"'to construct'.\n",
"similarity: 389.65\n",
"intent: T\n",
"*************\n",
"ITEM: 1399/1400\n",
"Sentence: Exchange employees between branches of the company .\n",
"q: How is the verb 'exchange' being used?\n",
"a: In simple language, it means\n",
"'to replace'.\n",
"Sentence: Exchange prisoners .\n",
"q: How is the verb 'exchange' being used?\n",
"a: In simple language, it means\n",
"'to trade'.\n",
"similarity: 225.012\n",
"intent: T\n",
"*************\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "rxcxRQ59eQgk",
"colab_type": "code",
"colab": {}
},
"source": [
"attempt2=test_results.copy()\n",
"\n",
"tmp = attempt2.copy()\n",
"tmp[\"pred\"] = tmp[\"sim\"].apply(lambda x: \"F\" if x < i else \"T\")\n",
"tmp.to_pickle(\"test_results.pkl\")"
],
"execution_count": 41,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "AM7CHs_ojtuh",
"colab_type": "code",
"colab": {}
},
"source": [
""
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "KaqKk2S6jiVl",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 17
},
"outputId": "5fbb6930-46b6-4edb-8a24-fec92ecfaf27"
},
"source": [
"from google.colab import files\n",
"files.download('test_results.pkl') \n"
],
"execution_count": 43,
"outputs": [
{
"output_type": "display_data",
"data": {
"application/javascript": [
"\n",
" async function download(id, filename, size) {\n",
" if (!google.colab.kernel.accessAllowed) {\n",
" return;\n",
" }\n",
" const div = document.createElement('div');\n",
" const label = document.createElement('label');\n",
" label.textContent = `Downloading \"${filename}\": `;\n",
" div.appendChild(label);\n",
" const progress = document.createElement('progress');\n",
" progress.max = size;\n",
" div.appendChild(progress);\n",
" document.body.appendChild(div);\n",
"\n",
" const buffers = [];\n",
" let downloaded = 0;\n",
"\n",
" const channel = await google.colab.kernel.comms.open(id);\n",
" // Send a message to notify the kernel that we're ready.\n",
" channel.send({})\n",
"\n",
" for await (const message of channel.messages) {\n",
" // Send a message to notify the kernel that we're ready.\n",
" channel.send({})\n",
" if (message.buffers) {\n",
" for (const buffer of message.buffers) {\n",
" buffers.push(buffer);\n",
" downloaded += buffer.byteLength;\n",
" progress.value = downloaded;\n",
" }\n",
" }\n",
" }\n",
" const blob = new Blob(buffers, {type: 'application/binary'});\n",
" const a = document.createElement('a');\n",
" a.href = window.URL.createObjectURL(blob);\n",
" a.download = filename;\n",
" div.appendChild(a);\n",
" a.click();\n",
" div.remove();\n",
" }\n",
" "
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"metadata": {
"tags": []
}
},
{
"output_type": "display_data",
"data": {
"application/javascript": [
"download(\"download_4e79c042-43ec-40ca-8326-571637cd3f96\", \"test_results.pkl\", 470021)"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "w1dlO9tojs0b",
"colab_type": "code",
"colab": {}
},
"source": [
"result = \"\\n\".join(tmp.pred)"
],
"execution_count": 45,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "Ajx3Yc4jp4Lh",
"colab_type": "code",
"colab": {}
},
"source": [
"with open(\"output.txt\", \"w\") as fh:\n",
" fh.write(result)"
],
"execution_count": 49,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "pgA5GzdTqosc",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 34
},
"outputId": "e5dde526-f46c-4aee-c57a-6f208b3a67c9"
},
"source": [
"!zip output.text.zip output.txt"
],
"execution_count": 51,
"outputs": [
{
"output_type": "stream",
"text": [
" adding: output.txt (deflated 88%)\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "S-ViBYjpq6bD",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 17
},
"outputId": "8cd343bd-eaaa-4792-ba9f-60b90597e57b"
},
"source": [
"files.download('output.text.zip') \n"
],
"execution_count": 52,
"outputs": [
{
"output_type": "display_data",
"data": {
"application/javascript": [
"\n",
" async function download(id, filename, size) {\n",
" if (!google.colab.kernel.accessAllowed) {\n",
" return;\n",
" }\n",
" const div = document.createElement('div');\n",
" const label = document.createElement('label');\n",
" label.textContent = `Downloading \"${filename}\": `;\n",
" div.appendChild(label);\n",
" const progress = document.createElement('progress');\n",
" progress.max = size;\n",
" div.appendChild(progress);\n",
" document.body.appendChild(div);\n",
"\n",
" const buffers = [];\n",
" let downloaded = 0;\n",
"\n",
" const channel = await google.colab.kernel.comms.open(id);\n",
" // Send a message to notify the kernel that we're ready.\n",
" channel.send({})\n",
"\n",
" for await (const message of channel.messages) {\n",
" // Send a message to notify the kernel that we're ready.\n",
" channel.send({})\n",
" if (message.buffers) {\n",
" for (const buffer of message.buffers) {\n",
" buffers.push(buffer);\n",
" downloaded += buffer.byteLength;\n",
" progress.value = downloaded;\n",
" }\n",
" }\n",
" }\n",
" const blob = new Blob(buffers, {type: 'application/binary'});\n",
" const a = document.createElement('a');\n",
" a.href = window.URL.createObjectURL(blob);\n",
" a.download = filename;\n",
" div.appendChild(a);\n",
" a.click();\n",
" div.remove();\n",
" }\n",
" "
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"metadata": {
"tags": []
}
},
{
"output_type": "display_data",
"data": {
"application/javascript": [
"download(\"download_d6b796ac-b356-4d60-ac00-8cfdb289f4f1\", \"output.text.zip\", 494)"
],
"text/plain": [
"<IPython.core.display.Javascript object>"
]
},
"metadata": {
"tags": []
}
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "-B7fSMrirD4f",
"colab_type": "code",
"colab": {}
},
"source": [
""
],
"execution_count": null,
"outputs": []
}
]
}
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