Lecture 9: Sequence Labeling

Topics

• Generative Models: Hidden Markov Models: Definition and Estimation;
• Viterbi Decoding;

Reading: JM Chp8 Links to an external site.

Video

Slides: lecture-09-sequence-labeling-contd.pdf Download lecture-09-sequence-labeling-contd.pdf

Other Links

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