Linear chain conditional random fields, hidden Markov models, and related classifiers

Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski

Practitioners use Hidden Markov Models (HMMs) in different problems for about sixty years. Besides, Conditional Random Fields (CRFs) are an alternative to HMMs and appear in the li…