A pronoun anaphora resolution system based on factorial hidden Markov models

ACL-HLT 2011 - Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies

Volumn 1, Issue , 2011, Pages 1169-1178

  Li, Dingcheng ^a   Miller, Tim ^b   Schuler, William ^c  

^a UNIVERSITY OF MINNESOTA   (United States)

^b UNIVERSITY OF WISCONSIN MILWAUKEE   (United States)

^c OHIO STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANAPHORA RESOLUTION; GENERATIVE MODEL; HIDDEN STATE; SHORT TERM MEMORY;

COMPUTATIONAL LINGUISTICS;

HIDDEN MARKOV MODELS;

EID: 84859021571     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (20)

1. S Bergsma. 2005. Automatic acquisition of gender information for anaphora resolution. page 342353. Springer.
2. Eugene Charniak and Micha Elsner. 2009. Em works for pronoun anaphora resolution. In Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL-09), Athens, Greece.
3. Noam Chomsky. 1981. Lectures on government and binding. Foris, Dordercht.
4. H.H. Clark and CJ Sengul. 1979. In search of referents for nouns and pronouns. Memory & Cognition, 7(1):35-41.
5. P. Denis and J. Baldridge. 2007. A ranking approach to pronoun resolution. In Proc. IJCAI.
6. Kevin Duh. 2005. Jointly labeling multiple sequences: a factorial HMM approach. In ACL '05: Proceedings of the ACL Student Research Workshop, pages 19-24, Ann Arbor,Michigan.
7. Zoubin Ghahramani and Michael I. Jordan. 1997. Factorial hidden markov models. Machine Learning, 29:1-31.
8. A. Haghighi and D. Klein. 2007. Unsupervised coreference resolution in a nonparametric bayesian model. In Proceedings of the 45th annual meeting on Association for Computational Linguistics, page 848.
9. A. Haghighi and D. Klein. 2009. Simple coreference resolution with rich syntactic and semantic features. In Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3-Volume 3, pages 1152-1161. Association for Computational Linguistics.
10. A. Haghighi and D. Klein. 2010. Coreference resolution in a modular, entity-centered model. In Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, pages 385-393. Association for Computational Linguistics.
11. L. Hasler, C. Orasan, and K. Naumann. 2006. NPs for events: Experiments in coreference annotation. In Proceedings of the 5th edition of the International Conference on Language Resources and Evaluation (LREC2006), pages 1167-1172. Citeseer.
12. Dan Klein and Christopher D. Manning. 2003. Accurate unlexicalized parsing. In Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, pages 423-430, Sapporo, Japan.
13. X Luo. 2005. On coreference resolution performance metrics. pages 25-32. Association for Computational Linguistics Morristown, NJ, USA.
14. A. McCallum and B. Wellner. 2003. Toward conditional models of identity uncertainty with application to proper noun coreference. In IJCAI Workshop on Information Integration on the Web. Citeseer.
15. David McClosky, Eugene Charniak, and Mark Johnson. 2008. BLLIP North American News Text, Complete. Linguistic Data Consortium. LDC2008T13.
16. T.S. Morton. 2000. Coreference for NLP applications. In Proceedings of the 38th Annual Meeting on Association for Computational Linguistics, pages 173-180. Association for Computational Linguistics.
17. V. Ng. 2008. Unsupervised models for coreference resolution. In Proceedings of the Conference on Empirical Methods in Natural Language Processing, pages 640-649. Association for Computational Linguistics.
18. US NIST. 2003. The ACE 2003 Evaluation Plan. US National Institute for Standards and Technology (NIST), Gaithersburg, MD.[online, pages 2003-08.
19. L. Qiu, M.Y. Kan, and T.S. Chua. 2004. A public reference implementation of the rap anaphora resolution algorithm. Arxiv preprint cs/0406031.
20. X. Yang, J. Su, G. Zhou, and C.L. Tan. 2004. Improving pronoun resolution by incorporating coreferential information of candidates. In Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics, page 127. Association for Computational Linguistics.