Lecture 11: Hidden Markov Models

Topics

• Neural Sequence Tagging;
• Recurrent Modules: RNNs, GRUs, LSTMs
• Hidden Markov Models
• Viterbi Decoding

Readings: JM Chp8 Links to an external site.

Video

Slides: lecture-11-HMMs.pdf Download lecture-11-HMMs.pdf

Other Links

• Collins' Notes on HMMs (Links to an external site.);
• Demo of extended NER from Dan Roth (Links to an external site.);