Difference between revisions of "Class Meeting for 10-710 11-15-2011"
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* [http://acl.ldc.upenn.edu/P/P05/P05-1044.pdf Contrastive Estimation: Training Log-Linear Models on Unlabeled Data], N. A. Smith and J. Eisner, ACL 2005 | * [http://acl.ldc.upenn.edu/P/P05/P05-1044.pdf Contrastive Estimation: Training Log-Linear Models on Unlabeled Data], N. A. Smith and J. Eisner, ACL 2005 | ||
| − | * [http:// | + | * [http://people.csail.mit.edu/ariadna/PAMI_HCRF.pdf Hidden-state Conditional Random Fields], A. Quattoni, S. Wang, L.-P. Morency, M. Collins, and T. Darrell, IEEE PAMI 2007 |
* [http://aclweb.org/anthology-new/D/D08/D08-1091.pdf Sparse Multi-Scale Grammars for Discriminative Latent Variable Parsing], S. Petrov and D. Klein, EMNLP 2008 | * [http://aclweb.org/anthology-new/D/D08/D08-1091.pdf Sparse Multi-Scale Grammars for Discriminative Latent Variable Parsing], S. Petrov and D. Klein, EMNLP 2008 | ||
* [http://www.cs.cornell.edu/~cnyu/papers/icml09_latentssvm.pdf Learning Structural SVMs with Latent Variables], C.-N. J. Yu and T. Joachims, ICML 2009 | * [http://www.cs.cornell.edu/~cnyu/papers/icml09_latentssvm.pdf Learning Structural SVMs with Latent Variables], C.-N. J. Yu and T. Joachims, ICML 2009 | ||
Revision as of 19:09, 14 November 2011
This is one of the class meetings on the schedule for the course Structured Prediction 10-710 in Fall 2011.
Contents
Discriminative Latent-Variable Models
Required Readings
- LSP: section 4.3
Optional Readings
- Contrastive Estimation: Training Log-Linear Models on Unlabeled Data, N. A. Smith and J. Eisner, ACL 2005
- Hidden-state Conditional Random Fields, A. Quattoni, S. Wang, L.-P. Morency, M. Collins, and T. Darrell, IEEE PAMI 2007
- Sparse Multi-Scale Grammars for Discriminative Latent Variable Parsing, S. Petrov and D. Klein, EMNLP 2008
- Learning Structural SVMs with Latent Variables, C.-N. J. Yu and T. Joachims, ICML 2009
- Unsupervised Word Alignment with Arbitrary Features, C. Dyer, J. Clark, A. Lavie, and N. A. Smith, ACL 2011
