Difference between revisions of "Class Meeting for 10-710 09-13-2011"

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=== Required Readings ===
 
=== Required Readings ===
 +
 +
* Kristina Toutanova, Dan Klein, Christopher D. Manning, and Yoram Singer. 2003. ''Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network.'' In Proceedings of HLT-NAACL 2003 pages 252-259. [http://nlp.stanford.edu/kristina/papers/tagging.pdf]
  
 
=== Background ===
 
=== Background ===
  
 
* ''Dependency Networks for Inference, Collaborative Filtering, and Data Visualization''. David Heckerman, David Maxwell Chickering, Christopher Meek, Robert Rounthwaite, Carl Kadie; in JMLR, 1(Oct):49-75, 2000. [http://www.jmlr.org/papers/volume1/heckerman00a/heckerman00a.pdf]
 
* ''Dependency Networks for Inference, Collaborative Filtering, and Data Visualization''. David Heckerman, David Maxwell Chickering, Christopher Meek, Robert Rounthwaite, Carl Kadie; in JMLR, 1(Oct):49-75, 2000. [http://www.jmlr.org/papers/volume1/heckerman00a/heckerman00a.pdf]

Revision as of 10:42, 13 September 2011

This is one of the class meetings on the schedule for the course Syllabus for Structured Prediction 10-210 in Fall 2011.

Dependency Nets and Pseudo-likelihood

Required Readings

  • Kristina Toutanova, Dan Klein, Christopher D. Manning, and Yoram Singer. 2003. Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency Network. In Proceedings of HLT-NAACL 2003 pages 252-259. [1]

Background

  • Dependency Networks for Inference, Collaborative Filtering, and Data Visualization. David Heckerman, David Maxwell Chickering, Christopher Meek, Robert Rounthwaite, Carl Kadie; in JMLR, 1(Oct):49-75, 2000. [2]