Difference between revisions of "Class Meeting for 10-710 09-15-2011"

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=== Conditional Structure and Conditional Estimation ===
 
=== Conditional Structure and Conditional Estimation ===
  
* Slides
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* [http://www.cs.cmu.edu/~nasmith/slides/spflodd.9-15-11.pdf Slides]
  
 
=== Required Readings ===
 
=== Required Readings ===
  
* [[required::Klein and Manning 2001 Conditional Structure versus Conditional Estimation in NLP Models]]
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* [[required::klein_2002_conditional_structure_versus_conditional_estimation_in_nlp_models | {{MyCiteconference| booktitle = Proceedings of the ACL-02 conference on Empirical methods in natural language processing-Volume 10| coauthors = C. D Manning| date = 2002| first = D.| last = Klein| pages = 9–16| title = Conditional structure versus conditional estimation in NLP models}}]]
  
 
=== Optional Readings ===
 
=== Optional Readings ===
  
 
* [http://www.morganclaypool.com/doi/abs/10.2200/S00361ED1V01Y201105HLT013 Locally Normalized Conditional Models, Appendix D of <i>Linguistic Structure Prediction</i>, Smith 2011]
 
* [http://www.morganclaypool.com/doi/abs/10.2200/S00361ED1V01Y201105HLT013 Locally Normalized Conditional Models, Appendix D of <i>Linguistic Structure Prediction</i>, Smith 2011]
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* Generative models (HMMs) with conditional probability distributions defined by log-linear models:  [http://www.aclweb.org/anthology-new/N/N10/N10-1083.pdf Painless Unsupervised Learning with Features, Berg-Kirkpatrick et al., 2010]
  
 
=== Background Readings ===
 
=== Background Readings ===

Latest revision as of 17:51, 15 September 2011