Semi-supervised semantic pattern discovery with guidance from unsupervised pattern clusters

Coling 2010 - 23rd International Conference on Computational Linguistics, Proceedings of the Conference

Volumn 2, Issue , 2010, Pages 1194-1202

  Sun, Ang ^a   Grishman, Ralph ^a  

^a POLYTECHNIC UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTER MEMBERSHIPS; DISTRIBUTIONAL SIMILARITIES; EVALUATION RESULTS; PATTERN DISCOVERY; RELATION EXTRACTION; SEMANTIC DRIFTS; SEMANTIC PATTERN; SEMI-SUPERVISED; SEMI-SUPERVISED LEARNING; SIMPLE ALGORITHM; STOPPING CRITERIA;

CLUSTERING ALGORITHMS; COMPUTATIONAL LINGUISTICS; SUPERVISED LEARNING;

SEMANTICS;

EID: 80053391892     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (32)

1. Steven Abney. 2008. Semisupervised Learning for Computational Linguistics, Chapman and Hall.
2. Eugene Agichtein and Luis Gravano. 2000. Snowball: Extracting relations from large plain-text collections. In Proc. of the Fifth ACM International Conference on Digital Libraries.
3. Sergey Brin. Extracting patterns and relations from the World-Wide Web. 1998. In Proc. of the 1998 Intl. Workshop on the Web and Databases.
4. Razvan C. Bunescu and Raymond J. Mooney. 2005. A Shortest Path Dependency Kernel for Relation Extraction. In Proc. of HLT/EMNLP.
5. Andrew Carlson, Justin Betteridge, Richard C. Wang, Estevam Rafael Hruschka Junior and Tom M. Mitchell. 2010. Coupled Semi-Supervised Learning for Information Extraction. In WSDM.
6. Ming-Wei Chang, Lev Ratinov, and Dan Roth. 2007. Guiding semisupervision with constraint-driven learning. In Proc. of ACL-2007, Prague.
7. Zheng Chen and Heng Ji. 2009. Can One Language Bootstrap the Other: A Case Study on Event Extraction. In NAACL HLT Workshop on Semisupervised Learning for NLP.
8. Michael Collins and Yoram Singer. 1999. Unsupervised models for named entity classication. In Proc. of EMNLP-99.
9. James R. Curran, Tara Murphy, and Bernhard Scholz. 2007. Minimising semantic drift with Mutual Exclusion Bootstrapping. In Proc. of PACLING.
10. Ralph Grishman, David Westbrook and Adam Meyers. 2005. NYU's English ACE 2005 System Description. ACE 2005 Evaluation Workshop.
11. Zellig S. Harris. 1954. Distributional Structure. Word. Vol 10, 1954, 146-162.
12. Takaaki Hasegawa, Satoshi Sekine, Ralph Grishman. 2004. Discovering Relations among Named Entities from Large Corpora. In Proc. of ACL-04.
13. Marti Hearst. 1992. Automatic acquisition of hyponyms from large text corpora. In Proc. of the 14th Intl. Conf. on Computational Linguistics.
14. Terry Koo, Xavier Carreras, and Michael Collins. 2008. Simple Semi-supervised Dependency Parsing. In Proceedings of ACL-08: HLT.
15. Dekang Lin and Patrick Pantel. 2001. Discovery of inference rules for question-answering. Natural Language Engineering, 7(4):343-360.
16. Dekang Lin and Xiaoyun Wu. 2009. Phrase Clustering for Discriminative Learning. In Proceedings of the ACL and IJCNLP 2009.
17. Marie-Catherine de Marneffe and Christopher D. Manning. 2008. The Stanford typed dependencies representation. In COLING Workshop on Cross-framework and Cross-domain Parser Evaluation.
18. Scott Miller, Jethran Guinness and Alex Zamanian. 2004. Name Tagging with Word Clusters and Discriminative Training. In Proc. of HLT-NAACL.
19. Patrick Pantel and Marco Pennacchiotti. 2006. Espresso: Leveraging Generic Patterns for Automatically Harvesting Semantic Relations. In Proc. of COLING-06 and ACL-06.
20. Deepak Ravichandran and Eduard Hovy. 2002. Learning Surface Text Patterns for a Question Answering System. In Proc. of ACL-2002.
21. Ellen Riloff and Rosie Jones. 1999. Learning dictionaries for information extraction by multilevel bootstrapping. In Proc. of AAAI-99.
22. Benjamin Rosenfeld, Ronen Feldman. 2007. Clustering for Unsupervised Relation Identification. In Proc. of CIKM'07.
23. Mark Stevenson and Mark A. Greenwood. 2006. Comparing Information Extraction Pattern Models. In Proceedings of the Workshop on Information Extraction Beyond The Document.
24. Mark Stevenson and Mark A. Greenwood. 2005. A Semantic Approach to IE Pattern Induction. In Proc. of the 43rd Annual Meeting of the ACL.
25. Ang Sun. 2009. A Two-stage Bootstrapping Algorithm for Relation Extraction. In RANLP-09.
26. Yingchuan Wong and Hwee Tou Ng. 2007. One Class per Named Entity: Exploiting Unlabeled Text for Named Entity Recognition. In Proc. of IJCAI-07.
27. Roman Yangarber. 2003. Counter-training in the discovery of semantic patterns. In Proc. of ACL.
28. Roman Yangarber, Ralph Grishman, Pasi Tapanainen and Silja Huttunen. 2000. Automatic acquisition of domain knowledge for information extraction. In Proc. of COLING-2000.
29. David Yarowsky. 1995. Unsupervised word sense disambiguation rivaling supervised methods. In Proc. of ACL-95.
30. Min Zhang, Jian Su, Danmei Wang, Guodong Zhou, and Chew Lim Tan. 2005. Discovering Relations Between Named Entities from a Large Raw Corpus Using Tree Similarity-Based Clustering. In IJCNLP 2005, LNAI 3651, pp. 378 - 389.
31. Zhu Zhang. (2004). Weakly supervised relation classification for information extraction. In Proc. of CIKM'2004.
32. GuoDong Zhou, JunHui Li, LongHua Qian and QiaoMing Zhu. 2008. Semi-supervised learning for relation extraction. IJCNLP'2008:32-39.