Class Meeting for 10-707 11/15/2010
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This is one of the class meetings on the schedule for the course Information Extraction 10-707 in Fall 2010.
IE and Reasoning - Joint inference and MLNs
Required Readings
- 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.
- Extracting patterns and relations from the world wide web, by S. Brin, {{{coauthors}}}. In {{{booktitle}}}, 1999.
Optional Readings
- Entity Extraction via Ensemble Semantics, by M. Pennacchiotti, P. Pantel. In Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009.
- Extracting semantic networks from text via relational clustering, by S. Kok, P. Domingos. In Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases-Part I, 2008.
- Haghighi, A., and D. Klein. 2010. Coreference resolution in a modular, entity-centered model. North American Association of Computational Linguistics (NAACL).
