Talks on HMM and Part-of-Speech Tagging

Slides & Material

• Markov Models (Markov Chains and Hidden Markov Models)
  • Prolog code
    • Markov Chain
    • CONL 2000 corpus
    • Laughing HMM, Our 3 HMM tasks
    • Forward Algorithm
    • Viterbi Algorithm
• Part-of-Speech Tagging with HMM
  • Article "Equations for part-of-speech tagging" discussing different view on lexical and contextual probabilies (see homepage of Eugene Charniak)

Assignment

Bigram Tagger in Perl