Difference between revisions of "Class Meeting for 10-710 11-10-2011"
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* [http://aclweb.org/anthology-new/P/P05/P05-1022.pdf Coarse-to-Fine <i>n</i>-Best Parsing and MaxEnt Discriminative Reranking], Charniak and Johnson, 2005 | * [http://aclweb.org/anthology-new/P/P05/P05-1022.pdf Coarse-to-Fine <i>n</i>-Best Parsing and MaxEnt Discriminative Reranking], Charniak and Johnson, 2005 | ||
* [http://dl.acm.org/citation.cfm?id=1015330.1015337 Kernel Conditional Random Fields: Representation and Clique Selection], Lafferty, Zhu, and Liu, 2004 | * [http://dl.acm.org/citation.cfm?id=1015330.1015337 Kernel Conditional Random Fields: Representation and Clique Selection], Lafferty, Zhu, and Liu, 2004 | ||
| + | * [http://jmlr.csail.mit.edu/papers/volume5/cortes04a/cortes04a.pdf Rational Kernels: Theory and Algorithms], Cortes, Haffner, and Mohri, 2004 | ||
| + | * [http://books.nips.cc/papers/files/nips15/AA50.pdf Kernel Dependency Estimation], Weston, Chapelle, Elisseeff, Schoelkopf, and Vapnik, 2003 | ||
=== Background Readings === | === Background Readings === | ||
| + | |||
| + | * Chapter 1 of <i>Predicting Structured Data</i>, ed. Bakir, Hofmann, Schoelkopf, Smola, Taskar, and Vishwanathan, 2007. | ||
Latest revision as of 20:35, 9 November 2011
This 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.
