hrshtv / HMM-POS-Tagging

POS tagging using a Hidden Markov Model (HMM) with Viterbi Decoding

HMM POS Tagging with Viterbi Decoding

A Hidden Markov Model (HMM) with Viterbi decoding applied on the Brown corpus considering the universal tagset and evaluated using 5-fold cross validation

Usage:

See code/main.ipynb and run it cell by cell

(This was done as a course assignment for CS626: Speech and Natural Language Processing and the Web, Autumn 2021, IIT Bombay)