hidden_markov_model_pos_tagging
albpiliposyan/hidden_markov_model_pos_tagging
An implementation of Hidden Markov Models (HMM) for Part-of-Speech (POS) tagging for Armenian language.
Summary
An implementation of Hidden Markov Models for Part-of-Speech tagging, specifically designed for the Armenian language using the Universal Dependencies dataset. It includes bigram and trigram HMM variants, advanced unknown word handling using morphological affixes, and a full evaluation and visualization pipeline.