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CS445-NLP

Project 1: nltk + binary and multiclass naive bayes (using pipeline and gridsearch) + binary and multiclass logistic regression (pipeline&gridsearch)
+CNN with custom and preexisting corpus Word2Vec embedding matrices with gridsearch and custom word embedding with gridsearch (all 3 for binary and multiclass)

Project 2: Gazetteer creation+ CRF (adding a featurea at a time and comparing results) + CNN ( with above mentioned 3 ways of word embeddings)
+RNN (3 different word embeddings again with a little feat optimization)