Lecture 12: Conditional Random Fields

Topics

• Viterbi Decoding;
• Max. Entropy Markov Models (MEMMs)
• Conditional Random Fields
• Introduction to AllenNLP

Reading: JM Chp9 Links to an external site.

Video

Slides: lecture-12-CRFs.pdf Download lecture-12-CRFs.pdf

Other Links

• Collins' Notes on MEMMs and CRFs Links to an external site.;
• Original CRF Paper Links to an external site.;
• AllenNLP Links
  • Website Links to an external site.
  • Introduction to AllenNLP Links to an external site.
  • AllenNLP NER Demo Links to an external site.