Class Meeting for 10-710 11-10-2011
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Jump to navigationJump to searchThis is one of the class meetings on the schedule for the course Structured Prediction 10-710 in Fall 2011.
Kernels for Outputs
Required Readings
- New Ranking Algorithms for Parsing and Tagging: Kernels over Discrete Structures, and the Voted Perceptron, Collins and Duffy, 2002
Optional Readings
- Coarse-to-Fine n-Best Parsing and MaxEnt Discriminative Reranking, Charniak and Johnson, 2005
- Kernel Conditional Random Fields: Representation and Clique Selection, Lafferty, Zhu, and Liu, 2004
- Rational Kernels: Theory and Algorithms, Cortes, Haffner, and Mohri, 2004
- Kernel Dependency Estimation, Weston, Chapelle, Elisseeff, Schoelkopf, and Vapnik, 2003
Background Readings
- Chapter 1 of Predicting Structured Data, ed. Bakir, Hofmann, Schoelkopf, Smola, Taskar, and Vishwanathan, 2007.
