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Implementation of static word embedding (word2vec, glove, fasttext)

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qbxlvnf11/static-word-embedding-series

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Description

- Static word embedding methods

  • e.g. word2vec, glove, fasttext

- Upload code as the Jupiter Notebook file (.ipynb) for intuitive understanding

Contents

- Usage of pretrained lookup table (read pretrained lookup table file)

- Usage of pretrained lookup table with library (gensim, gluonnlp)

Datasets

- Download pretrained Glove lookup table file

https://nlp.stanford.edu/projects/glove/

- Bad words

https://www.kaggle.com/nicapotato/bad-bad-words

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Implementation of static word embedding (word2vec, glove, fasttext)

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