Skip to content

Instantly share code, notes, and snippets.

@shubham-singh-ss
Last active July 18, 2019 06:08
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
Star You must be signed in to star a gist
Save shubham-singh-ss/5c972387542b468a94e71f94aee80f41 to your computer and use it in GitHub Desktop.
from nltk.corpus import stopwords
from nltk.tokenize import word_tokenize
import nltk
from nltk.stem import WordNetLemmatizer
set(stopwords.words('english'))
text = """He determined to drop his litigation with the monastry, and relinguish his claims to the wood-cuting and
fishery rihgts at once. He was the more ready to do this becuase the rights had become much less valuable, and he had
indeed the vaguest idea where the wood and river in question were."""
stop_words = set(stopwords.words('english'))
word_tokens = word_tokenize(text)
filtered_sentence = []
for w in word_tokens:
if w not in stop_words:
filtered_sentence.append(w)
print(filtered_sentence)
lemma_word = []
import nltk
from nltk.stem import WordNetLemmatizer
wordnet_lemmatizer = WordNetLemmatizer()
for w in filtered_sentence:
word1 = wordnet_lemmatizer.lemmatize(w, pos = "n")
word2 = wordnet_lemmatizer.lemmatize(word1, pos = "v")
word3 = wordnet_lemmatizer.lemmatize(word2, pos = ("a"))
lemma_word.append(word3)
print(lemma_word)
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment