Course Project: Text Mining

  • Applied the BiLSTM-CRF (Bi-directional LSTM-Conditional Random Field) model for Named-Entity Recognition (NER) to construct feature vectors from customer reviews
  • Used the PCA for dimension reduction and a K-means clustering algorithm to realize a simple recommendation system.