Classifier combination techniques applied to coreference resolution

NAACL-HLT 2009 - Human Language Technologies: 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Proceedings of the Student Research Workshop and Doctoral Consortium

Volumn , Issue , 2009, Pages 1-6

  Vemulapalli, Smita ^a   Luo, Xiaoqiang ^b   Pitrelli, John F ^b   Zitouni, Imed ^b  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

^b IBM T J WATSON RESEARCH CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BAGGING METHOD; BOOSTING METHOD; CLASSIFIER COMBINATION; COMBINATION APPROACHES; COREFERENCE; COREFERENCE RESOLUTION; EXPERIMENTAL EVIDENCE; FEATURE DATA; TRAINING DATA;

EID: 77749243720     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. L. Breiman. 1996. Bagging predictors. In Machine Learning.
2. E. Brill and J. Wu. 1998. Classifier combination for improved lexical disambiguation. In Proc. of COLING.
3. J. Fiscus. 1997. A post-processing system to yield reduced word error rates: Recogniser output voting error reduction (rover). In Proc. of ASRU.
4. H. V. Halteren et al. 2001. Improving accuracy in word class tagging through the combination of machine learning systems. Computational Linguistics, 27.
5. S. Jayaraman and A. Lavie. 2005. Multi-engine machine translation guided by explicit word matching. In Proc. of ACL.
6. H. W. Kuhn. 1955. The hungarian method for the assignment problem. Naval Research Logistics Quarterly, 2.
7. X. Luo et al. 2004. A mention-synchronous coreference resolution algorithm based on the bell tree. In Proc. of ACL.
8. X. Luo. 2005. On coreference resolution performance metrics. In Proc. of EMNLP.
9. A. McCallum and B. Wellner. 2003. Toward conditional models of identity uncertainty with application to proper noun coreference. In Proc. of IJCAI/IIWeb.
10. J. Munkres. 1957. Algorithms for the assignment and transportation problems. Journal of the Society of Industrial and Applied Mathematics, 5(1).
11. V. Ng and C. Cardie. 2003. Bootstrapping coreference classifiers with multiple machine learning algorithms. In Proc. of EMNLP.
12. V. Ng. 2008. Unsupervised models for coreference resolution. In Proc. of EMNLP.
13. NIST. 2005. ACE'05 evaluation. www.nist.gov/speech/tests/ace/ace05/index.html.
14. H. Poon and P. Domingos. 2008. Joint unsupervised coreference resolution with Markov Logic. In Proc. of EMNLP.
15. E. F. T. K. Sang et al. 2000. Applying system combination to base noun phrase identification. In Proc. of COLING 2000.
16. R.E. Schapire. 1999. A brief introduction to boosting. In Proc. of IJCAI.
17. S. Tulyakov et al. 2008. Review of classifier combination methods. In Machine Learning in Document Analysis and Recognition.
18. X. Yang et al. 2003. Coreference resolution using competition learning approach. In Proc. of ACL.