Lecture 11: Conditional Random Fields

Topics

• Features for Sequence Tagging;
• Conditional Random Fields;
• Structured Training; Log-linear models;
• Neural Sequence Tagging;

Readings: JM Chp9 Links to an external site.

Video

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

Other Links

• Collins' Notes on MEMMs and CRFs Links to an external site.;
• Original CRF Paper Links to an external site.;