Learning-based multi-sieve co-reference resolution with knowledge

EMNLP-CoNLL 2012 - 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference

Volumn , Issue , 2012, Pages 1234-1244

  Ratinov, Lev ^a   Roth, Dan ^b  

^a GOOGLE INC   (United States)

^b UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CO-REFERENCE RESOLUTIONS; END SYSTEMS; FREE TEXTS; STATE-OF-THE-ART SYSTEM; WIKIPEDIA;

SIEVES;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 84883368040     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (27)

1. A. Bagga and B. Baldwin. 1998. Algorithms for scoring coreference chains. In MUC7.
2. E. Bengtson and D. Roth. 2008. Understanding the value of features for coreference resolution. In EMNLP.
3. R. C. Bunescu and M. Pasca. 2006. Using encyclopedic knowledge for named entity disambiguation. In EACL.
4. S. Cucerzan. 2007. Large-scale named entity disambiguation based on Wikipedia data. In EMNLP-CoNLL.
5. A. Culotta, M. Wick, R. Hall, and A. McCallum. 2007. First-order probabilistic models for coreference resolution. In HLT/NAACL, pages 81-88.
6. Q. Do, D. Roth, M. Sammons, Y. Tu, and V. Vydiswaran. 2009. Robust, light-weight approaches to compute lexical similarity. Technical report, University of Illinois at Urbana-Champaign.
7. A. Fader, S. Soderland, and O. Etzioni. 2009. Scaling wikipedia-based named entity disambiguation to arbitrary web text. In WikiAI (IJCAI workshop).
8. Y. Goldberg and M. Elhadad. 2010. An efficient algorithm for easy-first non-directional dependency parsing. In NAACL.
9. A. Haghighi and D. Klein. 2009. Simple coreference resolution with rich syntactic and semantic features. In EMNLP.
10. A. Haghighi and D. Klein. 2010. Coreference resolution in a modular, entity-centered model. In HLT-ACL. Association for Computational Linguistics.
11. T. Joachims, T. Hofmann, Y. Yue, and C. Yu. 2009. Predicting structured objects with support vector machines. Communications of the ACM, Research Highlight, 52(11):97-104, November.
12. X. Luo. 2005. On coreference resolution performance metrics. In HLT.
13. R. Mihalcea and A. Csomai. 2007. Wikify!: linking documents to encyclopedic knowledge. In CIKM.
14. D. Milne and I. H. Witten. 2008. Learning to link with wikipedia. In CIKM.
15. V. Nastase and M. Strube. 2008. Decoding wikipedia categories for knowledge acquisition. In AAAI.
16. V. Ng and C. Cardie. 2002. Improving machine learning approaches to coreference resolution. In ACL.
17. NIST. 2004. The ace evaluation plan. www.nist.gov/speech/tests/ace/index. htm.
18. S. P. Ponzetto and M. Strube. 2006. Exploiting semantic role labeling, wordnet and wikipedia for coreference resolution. In HLT-ACL.
19. K. Raghunathan, H. Lee, S. Rangarajan, N. Chambers, M. Surdeanu, D. Jurafsky, and C. Manning. 2010. A multi-pass sieve for coreference resolution. In EMNLP.
20. A. Rahman and V. Ng. 2011. Coreference resolution with world knowledge. In HLT-ACL.
21. L. Ratinov, D. Downey, M. Anderson, and D. Roth. 2011. Local and global algorithms for disambiguation to wikipedia. In ACL.
22. M. Strube and S. P. Ponzetto. 2006. WikiRelate! Computing Semantic Relatedness Using Wikipedia. In Proceedings of the Twenty-First National Conference on Artificial Intelligence, July.
23. F. M. Suchanek, G. Kasneci, and G. Weikum. 2007. Yago: A core of semantic knowledge. In WWW.
24. D. Vadas and J. R. Curran. 2008. Parsing noun phrase structure with CCG. In ACL.
25. M. Vilain, J. Burger, J. Aberdeen, D. Connolly, and L. Hirschman. 1995. A model-theoretic coreference scoring scheme. In MUC6, pages 45-52.
26. R. Vilalta and I. Rish. 2003. A decomposition of classes via clustering to explain and improve naive bayes. In ECML.
27. M. Wick, K. Rohanimanesh, K. Bellare, A. Culotta, and A. McCallum. 2011. Samplerank: Training factor graphs with atomic gradients. In ICML.