Difference between revisions of "Class Meeting for 10-707 11/3/2010"

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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]].
  
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=== The TextRunner system ===
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=== IE and Reasoning 2: Joint Inference with MLNs ===
  
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* [http://www.cs.cmu.edu/~wcohen/10-707/11-03-semisupervised.ppt Slides - catchup]
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* [http://www.cs.cmu.edu/~wcohen/10-707/10-25-poon-domingos.ppt Slides]
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* [http://www.cs.cmu.edu/~wcohen/10-707/11-03-knowItAll.ppt Slides - Know It All]
 
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* [http://www.cs.cmu.edu/~wcohen/10-707/11-03-textrunner.ppt Slides - TextRunner]
 
  
 
=== Required Readings ===
 
=== Required Readings ===
  
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* [[banko_2007_open_information_extraction_from_the_web | {{MyCiteconference| booktitle = Procs. of IJCAI| coauthors = M. J Cafarella, S. Soderland, M. Broadhead, O. Etzioni| date = 2007| first = M.| last = Banko| title = Open information extraction from the web}}]].  About TextRunner.
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* [[required::poon_2007_joint_inference_in_information_extraction | {{MyCiteconference| booktitle = PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE| coauthors = P. Domingos| date = 2007| first = H.| last = Poon| pages = 913| title = Joint inference in information extraction| volume = 22}}]]
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'''Update''': we will ''not'' cover the Bellare & McCallum paper Monday -- i.e., [[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}}]]
  
 
=== Optional Readings ===
 
=== Optional Readings ===
  
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* [[pasca_2009_outclassing_wikipedia_in_open_domain_information_extraction_weakly_supervised_acquisition_of_attributes_over_conceptual_hierarchies | {{MyCiteconference | booktitle = Proceedings of the 12th Conference of the European Chapter of the ACL| conference = EACL| date = 2009| first = M.| last = Pasca| pages = 639-647| title = Outclassing Wikipedia in Open-Domain Information Extraction: Weakly-Supervised Acquisition of Attributes over Conceptual Hierarchies }}]]
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* [[yoshikawa_2009_jointly_identifying_temporal_relations_with_markov_logic | {{MyCiteconference| booktitle = Proceedings of the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP| coauthors = J. NAIST, S. Riedel, M. Asahara, Y. Matsumoto| conference = ACL| date = 2009| first = K.| last = Yoshikawa| pages = 405-413| title = Jointly Identifying Temporal Relations with Markov Logic}}]]
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* [[patwardhan_2009_a_unified_model_of_phrasal_and_sentential_evidence_for_information_extraction | {{MyCiteconference | booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing,| coauthors = E. Riloff| date = 2009| first = S.| last = Patwardhan| pages = 151-160| title = A Unified Model of Phrasal and Sentential Evidence for Information Extraction }}]]
 
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* [[ravi_2008_using_structured_text_for_large_scale_attribute_extraction | {{MyCiteconference | booktitle = Proc CIKM 2008| coauthors = M. PaÅŸca| date = 2008| first = S.| last = Ravi| title = Using structured text for large-scale attribute extraction }}]]
 
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* [[zhao_2007_corroborate_and_learn_facts_from_the_web | {{MyCiteconference | booktitle = KDD '07: Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining| coauthors = Jonathan Betz| date = 2007| doi = http://doi.acm.org/10.1145/1281192.1281299| first = Shubin| isbn = 978-1-59593-609-7| last = Zhao| location = New York, NY, USA| pages = 995-1003| publisher = ACM| title = Corroborate and learn facts from the web }}]]
 
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* Li, S., C. Y Lin, Y. I Song, and Z. Li. n.d. Comparable Entity Mining from Comparative Questions. ACL 2010
 
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* Wu, F., and D. S Weld. 2010. Open information extraction using wikipedia. In The Annual Meeting of the Association for Computational Linguistics (ACL-2010).  A text-runner like system trained on dependence-parsed wikipedia pages.
 
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* Ittoo, A., and G. Bouma. n.d. On Learning Subtypes of the Part-Whole Relation: Do Not Mix your Seeds. ACL-2010.
 

Revision as of 10:05, 4 October 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

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