Tutorials
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NAACL-2012 The 13th Annual Conference of the North American Chapter of the Association for Computational Linguistics. A tutorial on Structured Predictions in NLP: Constrained Conditional Models and Integer Linear Programming. (given together with Vivek Srikumar and Dan Goldwasser, June 2012, Los Angeles) (PPT Package)
Related Material:
** Notes by Scott Yih on Setting up Global Inference as Integer Linear Programming
** Notes on Work on Constrained Conditional Models in the Cognitive Computation Group (Updated ~2010)
** Bibliography on Constrained Conditional Models and Integer Linear Programming Formulations of Global Inference in NLP
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NAACL-2010 The 11th Annual Conference of the North American Chapter of the Association for Computational Linguistics. A tutorial on Integer Linear Programming and Constrained Conditional Models for NLP. (given together with Ming-Wei Chang and Nick Rizzolo, June 2010, Los Angeles) (PDF)
Related Material:
** Notes by Scott Yih on Setting up Global Inference as Integer Linear Programming
** Notes on Work on Constrained Conditional Models in the Cognitive Computation Group
** Bibliography on Constrained Conditional Models and Integer Linear Programming Formulations of Global Inference in NLP
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EACL-2009 The 12th Conference of the European Association of Computation Linguistics. A tutorial on Constrained Conditional Models. (given together with Ming-Wei Chang and Lev Ratinov, March 2009, Athens)
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ACL-2007 The 13th Conference of the Association of Computation Linguistics. A tutorial on Textual Entailment. (given together with Ido Dagan and Fabio Zanzotto, June 2007, Prague)
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ESSLLI-2001 The 13th European Summer School in Logic, Language. University of Helsinki, Helsinki. A tutorial on Machine Learning: Theory and applications to Natural Language. (Aug. 2001)
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