Supervised models for coreference resolution

EMNLP 2009 - Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: A Meeting of SIGDAT, a Special Interest Group of ACL, Held in Conjunction with ACL-IJCNLP 2009

Volumn , Issue , 2009, Pages 968-977

  Rahman, Altaf ^a   Ng, Vincent ^a  

^a The University of Texas at Dallas   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING ALGORITHMS;

ANAPHORS; CO-REFERENCE RESOLUTIONS; COREFERENCE; ENTITY DETECTION; RANKING APPROACH; RANKING MODEL; RECENT RESEARCHES; TRADITIONAL LEARNING;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 77749268496     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/1699571.1699639     Document Type: Conference Paper

References (40)

1. A. Bagga and B. Baldwin. 1998. Entity-based cross-document coreferencing using the vector space model. In Proc. of COLING-ACL, pages 79-85.
2. D. Bean and E. Riloff. 1999. Corpus-based identification of non-anaphoric noun phrases. In Proc. of the ACL, pages 373-380.
3. E. Bengtson and D. Roth. 2008. Understanding the values of features for coreference resolution. In Proc. of EMNLP, pages 294-303.
4. S. Bergsma, D. Lin, and R. Goebel. 2008. Distributional identification of non-referential pronouns. In Proc. of ACL-08:HLT, pages 10-18.
5. D. Bikel, R. Schwartz, and R. Weischedel. 1999. An algorithm that learns what's in a name. Machine Learning, 34(1-3):211-231.
6. D. Byron and W. Gegg-Harrison. 2004. Eliminating non-referring noun phrases from coreference resolution. In Proc. of DAARC, pages 21-26.
7. A. Culotta, M. Wick, and A. McCallum. 2007. Firstorder probabilistic models for coreference resolution. In Proc. of NAACL-HLT, pages 81-88.
8. P. Denis and J. Baldridge. 2007. Global, joint determination of anaphoricity and coreference resolution using integer programming. In Proc. of NAACL-HLT, pages 236-243.
9. P. Denis and J. Baldridge. 2008. Specialized models and ranking for coreference resolution. In Proc. of EMNLP, pages 660-669.
10. M. Elsner and E. Charniak. 2007. A generative discourse-new model for text coherence. Technical Report CS-07-04, Brown University.
11. J. R. Finkel, T. Grenager, and C. Manning. 2005. Incorporating non-local information into information extraction systems by Gibbs sampling. In Proc. of the ACL, pages 363-370.
12. R. Florian, H. Hassan, A. Ittycheriah, H. Jing, N. Kambhatla, X. Luo, N. Nicolov, and I. Zitouni. 2004. A statistical model for multilingual entity detection and tracking. In Proc. of HLT/NAACL.
13. B. J. Grosz, A. K. Joshi, and S. Weinstein. 1995. Centering: A framework for modeling the local coherence of discourse. Computational Linguistics, 21(2):203-226.
14. B. J. Grosz and C. L. Sidner. 1986. Attention, intentions, and the structure of discourse. Computational Linguistics, 12(3):175-204.
15. T. Joachims. 2002. Optimizing search engines using clickthrough data. In Proc. of KDD, pages 133-142.
16. A. Kehler, D. Appelt, L. Taylor, and A. Simma. 2004. The (non)utility of predicate-argument frequencies for pronoun interpretation. In Proc. of HLT/NAACL.
17. C. Kennedy and B. Boguraev. 1996. Anaphor for everyone: Pronominal anaphora resolution without a parser. In Proc. of COLING, pages 113-118.
18. S. Lappin and H. Leass. 1994. An algorithm for pronominal anaphora resolution. Computational Linguistics, 20(4):535-562.
19. X. Luo, A. Ittycheriah, H. Jing, N. Kambhatla, and S. Roukos. 2004. A mention-synchronous coreference resolution algorithm based on the Bell tree. In Proc. of the ACL, pages 135-142.
20. X. Luo. 2005. On coreference resolution performance metrics. In Proc. of HLT/EMNLP, pages 25-32.
21. A. McCallum and B.Wellner. 2004. Conditional models of identity uncertainty with application to noun coreference. In Advances in NIPS.
22. R. Mitkov. 2002. Anaphora Resolution. Longman.
23. R. Mitkov. 1998. Robust pronoun resolution with limited knowledge. In Proc. of COLING/ACL, pages 869-875.
24. C. Müller. 2006. Automatic detection of nonreferential it in spoken multi-party dialog. In Proc. of EACL, pages 49-56.
25. V. Ng and C. Cardie. 2002a. Identifying anaphoric and non-anaphoric noun phrases to improve coreference resolution. In Proc. of COLING, pages 730-736.
26. V. Ng and C. Cardie. 2002b. Improving machine learning approaches to coreference resolution. In Proc. of the ACL, pages 104-111.
27. E. W. Noreen. 1989. Computer Intensive Methods for Testing Hypothesis: An Introduction. John Wiley & Sons.
28. M. Poesio, O. Uryupina, R. Vieira, M. Alexandrov-Kabadjov, and R. Goulart. 2004. Discourse-new detectors for definite description resolution: A survey and a preliminary proposal. In Proc. of the ACL Workshop on Reference Resolution.
29. S. P. Ponzetto and M. Strube. 2006. Exploiting semantic role labeling, WordNet and Wikipedia for coreference resolution. In Proc. of HLT/NAACL, pages 192-199.
30. W. M. Soon, H. T. Ng, and D. Lim. 2001. A machine learning approach to coreference resolution of noun phrases. Computational Linguistics, 27(4):521-544.
31. V. Stoyanov, N. Gilbert, C. Cardie, and E. Riloff. 2009. Conundrums in noun phrase coreference resolution: Making sense of the state-of-the-art. In Proc. of the ACL.
32. K. Toutanova, D. Klein, C. Manning, and Y. Singer. 2003. Feature-rich part-of-speech tagging with a cyclic dependency network. In Proc. of HLTNAACL, pages 252-259.
33. O. Uryupina. 2003. High-precision identification of discourse new and unique noun phrases. In Proc. of the ACL Student Research Workshop.
34. Y. Versley, A. Moschitti, M. Poesio, and X. Yang. 2008. Coreference systems based on kernel methods. In Proc. of COLING, pages 961-968.
35. R. Vieira and M. Poesio. 2000. Processing definite descriptions in corpora. In Corpus-based and Computational Approaches to Discourse Anaphora, pages 189-212. UCL Press.
36. M. Vilain, J. Burger, J. Aberdeen, D. Connolly, and L. Hirschman. 1995. A model-theoretic coreference scoring scheme. In Proc. of MUC-6, pages 45-52.
37. M. Walker, A. Joshi, and E. Prince, editors. 1998. Centering Theory in Discourse. Oxford University Press.
38. X. Yang, G. Zhou, J. Su, and C. L. Tan. 2003. Coreference resolution using competitive learning approach. In Proc. of the ACL, pages 176-183.
39. X. Yang, J. Su, G. Zhou, and C. L. Tan. 2004. An NPcluster based approach to coreference resolution. In Proc. of COLING, pages 226-232.
40. X. Yang, J. Su, J. Lang, C. L. Tan, and S. Li. 2008. An entity-mention model for coreference resolution with inductive logic programming. In Proc. of the ACL, pages 843-851.