Class Meeting for 10-710 11-10-2011

This is one of the class meetings on the schedule for the course Structured Prediction 10-710 in Fall 2011.

Kernels for Outputs

• Slides

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