BESTCUT: A graph algorithm for coreference resolution

COLING/ACL 2006 - EMNLP 2006: 2006 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference

Volumn , Issue , 2006, Pages 275-283

  Nicolae, Cristina ^a   Nicolae, Gabriel ^a  

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

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERIZATION; COREFERENCE; COREFERENCE RESOLUTION; CUTTING ALGORITHM; GRAPH ALGORITHMS; STATE-OF-THE-ART PERFORMANCE;

COMPUTATIONAL LINGUISTICS; GRAPHIC METHODS; NATURAL LANGUAGE PROCESSING SYSTEMS; TEXT PROCESSING;

ALGORITHMS;

EID: 79960240185     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. B. Baldwin, T. Morton, A. Bagga, J. Baldridge, R. Chandraseker, A. Dimitriadis, K. Snyder, and M. Wolska. 1998. Description of the university of pennsylvania camp system as used for coreference. In Proceedings of the 7th Message Understanding Conference (MUC-7).
2. A. L. Berger, S. A. D. Pietra, and V. J. D. Pietra. 1996. A maximum entropy approach to natural language processing. Computational Linguistics, 1(22):39-71.
3. T. H. Cormen, C. E. Leiserson, R. L. Rivest, and C. Stein. 2001. Introduction to Algorithms, Second Edition. MIT.
4. C. Cortes and V. Vapnik. 1995. Support-vector networks. Machine Learning, 20(3):273-297.
5. H. DaumeIII and D. Marcu. 2005a. A large-scale exploration of effective global features for a joint entity detection and tracking model. pages 97-104, Vancouver.
6. H. DaumeIII and D. Marcu. 2005b. Learning as search optimization: Approximate large margin methods for structured prediction. In The International Conference on Machine Learning (ICML).
7. C. Fellbaum, editor. 1998. WordNet: An Electronic LexicalDatabase and Some of its Applications. MIT Press.
8. X. Luo, A. Ittycheriah, H. Jing, N. Kambhatla, and S. Roukos. 2004. A mention-synchronous coreference resolution algorithm based on the bell tree. In Proceedings of the 42nd Meeting of the Association for Computational Linguistics, Barcelona, Spain.
9. R. Mihalcea and A. Csomai. 2005. Senselearner: Word sense disambiguation for all words in unrestricted text. In Proceedings of the 43rd Meeting of the Association for Computational Linguistics, Ann Arbor,MI.
10. MUC-6. 1995. Coreference task definition.
11. V. Ng and C. Cardie. 2002. Improving machine learning approaches to coreference resolution. In Proceedings of the 4Oth Meeting of the Association for Computational Linguistics, Philadelphia, Pennsylvania.
12. V. Ng. 2004. Learning noun phrase anaphoricity to improve conference resolution: Issues in representation and optimization. In Proceedings of the 42nd Meeting of the Association for Computational Linguistics, Barcelona, Spain.
13. V. Ng. 2005. Machine learning for coreference resolution: From local classification to global ranking. In Proceedings of the 43rd Meeting of the Association for Computational Linguistics, pages 157-164, Ann Arbor,MI.
14. NIST. 2003. Entity detection and tracking - phase 1; edt and metonymy annotation guidelines. version 2.5.1 20030502.
15. M. Pasca and S. Harabagiu. 2001. High performance question/answering. In Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 366-374, New Orleans, LA.
16. W. M. Soon, H. T. Ng, and D. C. Y. Lim. 2001. A machine learning approach to coreference resolution of noun phrases. Computational Linguistics, 4(27):521-544.
17. M. Stoer and F. Wagner. 1994. A simple min cut algorithm. In Jan van Leeuwen, editor, Proceedings of the 1994 European Symposiumon Algorithms, pages 141-147, New York. Springer-Verlag.
18. M. Vilain, J.Burger, J. Aberdeen, D. Connolly, and L. Hirschman. 1995. A model-theoretic coreference scoring scheme. In Proceedings of the Sixth Message Understanding Conference (MUC-6), pages 45-52.