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2420 Assignment 3

Environment

Python version: 3.6

Libraries:

  • Gensim
  • NLTK
  • Numpy
  • Pandas (with xlrd for Excel file loading)
  • Sklearn

Reference

Unsolved Issues

NLTK lemmatizer cannot get the POS tagging of each token so I only used the default noun lemmatization.

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Performance analysis of using bag of words, tf-idf, and Word2Vec

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