Difference between revisions of "Class Meeting for 10-707 11/3/2010"
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=== IE and Reasoning 2: Joint Inference with MLNs === | === IE and Reasoning 2: Joint Inference with MLNs === | ||
| − | * [http://www.cs.cmu.edu/~wcohen/10-707/10- | + | * [http://www.cs.cmu.edu/~wcohen/10-707/11-03-whirl.ppt Slides], finishing up Monday's lecture |
| + | * [http://www.cs.cmu.edu/~wcohen/10-707/11-03-poon-domingos.ppt Slides], MLNs for NER/Matching | ||
=== Required Readings === | === Required Readings === | ||
Revision as of 11:51, 2 November 2010
This is one of the class meetings on the schedule for the course Information Extraction 10-707 in Fall 2010.
IE and Reasoning 2: Joint Inference with MLNs
Required Readings
Update: we will not cover the Bellare & McCallum paper Monday -- i.e., Generalized Expectation Criteria for Bootstrapping Extractors using Record-Text Alignment, by K. Bellare, A. McCallum. In Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009.
Optional Readings
- Jointly Identifying Temporal Relations with Markov Logic, by K. Yoshikawa, J. NAIST, S. Riedel, M. Asahara, Y. Matsumoto. In Proceedings of the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP, 2009.
- Haghighi, A., and D. Klein. n.d. An Entity-Level Approach to Information Extraction. Another nice joint model, of coreference and the role played by entities in relations.
