RamonYeung
/ BPE
Created
June 27, 2019 08:33
— forked from ranihorev/BPE
Byte Pair Encoding example (Source: Sennrich et al. - https://arxiv.org/abs/1508.07909)
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| import re, collections | |
| def get_stats(vocab): | |
| pairs = collections.defaultdict(int) | |
| for word, freq in vocab.items(): | |
| symbols = word.split() | |
| for i in range(len(symbols)-1): | |
| pairs[symbols[i],symbols[i+1]] += freq | |
| return pairs |
RamonYeung
/ download_glue_data.py
Created
November 5, 2018 08:42
— forked from W4ngatang/download_glue_data.py
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| ''' Script for downloading all GLUE data. | |
| Note: for legal reasons, we are unable to host MRPC. | |
| You can either use the version hosted by the SentEval team, which is already tokenized, | |
| or you can download the original data from (https://download.microsoft.com/download/D/4/6/D46FF87A-F6B9-4252-AA8B-3604ED519838/MSRParaphraseCorpus.msi) and extract the data from it manually. | |
| For Windows users, you can run the .msi file. For Mac and Linux users, consider an external library such as 'cabextract' (see below for an example). | |
| You should then rename and place specific files in a folder (see below for an example). | |
| mkdir MRPC | |
| cabextract MSRParaphraseCorpus.msi -d MRPC |
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