Difference between revisions of "Class Meeting for 10-707 11/15/2010"
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This is one of the class meetings on the [[Syllabus for Information Extraction 10-707 in Fall 2010|schedule]] for the course [[Information Extraction 10-707 in Fall 2010]]. | This is one of the class meetings on the [[Syllabus for Information Extraction 10-707 in Fall 2010|schedule]] for the course [[Information Extraction 10-707 in Fall 2010]]. | ||
| − | === | + | === IE and Reasoning - Joint inference and MLNs === |
| − | * [http://www | + | * [http://www.cs.cmu.edu/~wcohen/10-707/11-15-poon-domingos.ppt Slides] |
=== Required Readings === | === Required Readings === | ||
| − | * [[required:: | + | * [[required::bellare_2009_generalized_expectation_criteria_for_bootstrapping_extractors_using_record_text_alignment | {{MyCiteconference| booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing| coauthors = A. McCallum| date = 2009| first = K.| last = Bellare| pages = 131–140| title = Generalized Expectation Criteria for Bootstrapping Extractors using Record-Text Alignment}}]] |
| − | * [[ | + | * [[brin_1999_extracting_patterns_and_relations_from_the_world_wide_web | {{MyCiteconference | date = 1999| first = S.| last = Brin| title = Extracting patterns and relations from the world wide web}}]] |
| − | |||
=== Optional Readings === | === Optional Readings === | ||
| − | * | + | * [[pennacchiotti_2009_entity_extraction_via_ensemble_semantics | {{MyCiteconference| booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing| coauthors = P. Pantel| date = 2009| first = M.| last = Pennacchiotti| pages = 238-247| title = Entity Extraction via Ensemble Semantics}}]] |
| + | * [[kok_2008_extracting_semantic_networks_from_text_via_relational_clustering | {{MyCiteconference| booktitle = Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases-Part I| coauthors = P. Domingos| date = 2008| first = S.| last = Kok| pages = 624-639| title = Extracting semantic networks from text via relational clustering}}]] | ||
| + | * Haghighi, A., and D. Klein. 2010. Coreference resolution in a modular, entity-centered model. North American Association of Computational Linguistics (NAACL). | ||
Latest revision as of 15:13, 3 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 - 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).
