le0tan / cs4248-pos-tagger

Part-of-speech tagger using Viterbi algorithm, and Bi-LSTM + character-level CNN.

CS4248 Programming Assignment

PA1

HMM with Viterbi algorithm. Blind test accuracy 95.9%

PA2

Bi-LSTM + CNN with character embeddings. Blind test accuracy 96.47%