Identification and tracing of ambiguous names: Discriminative and generative approaches

Proceedings of the National Conference on Artificial Intelligence

Volumn , Issue , 2004, Pages 419-424

  Li, Xin ^a   Morie, Paul ^a   Roth, Dan ^a  

^a University of Illinois at Urbana Champaign   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION PROBLEM; PAIRWISE CLASSIFIERS; UNSUPERVISED LEARNING APPROACH;

ABSTRACTING; ALGORITHMS; EVALUATION; NATURAL LANGUAGE PROCESSING SYSTEMS; PROBABILITY;

LEARNING SYSTEMS;

EID: 9444291271     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. Bilenko, M., and Mooney, R. 2003. Adaptive duplicate detection using learnable string similarity measures. In KDD.
2. Carlson, A.; Cumby, C.; Rosen, J.; and Roth, D. 1999. The SNoW learning architecture. Technical Report UIUCDCS-R-99-2101, UIUC Computer Science Department.
3. Cohen, W., and Richman, J. 2002. Learning to match and cluster large high-dimensional data sets for data integration. In KDD.
4. Cohen, W.; Ravikumar, P.; and Fienberg, S. 2003. A comparison of string metrics for name-matching tasks. In IIWeb Workshop 2003.
5. Doan, A.; Lu, Y.; Lee, Y.; and Han, J. 2003. Profile-based object matching for information integration. IEEE Intelligent Systems 18(5):54-59.
6. Hernandez, M., and Stolfo, S. 1995. The merge/purge problem for large databases. In SIGMOD.
7. Kehler, A. 2002. Coherence, Reference, and the Theory of Grammar. CSLI Publications.
8. Li, X.; Morie, P.; and Roth, D. 2004. Robust reading: Identification and tracing of ambiguous names. In HLT-NAACL.
9. Mann, G., and Yarowsky, D. 2003. Unsupervised personal name disambiguation. In CoNLL.
10. McCallum, A., and Wellner, B. 2003. Toward conditional models of identity uncertainty with application to proper noun coreference. In IJCAI Workshop on Information Integration on the Web.
11. Ng, V., and Cardie, C. 2003. Improving machine learning approaches to coreference resolution. In ACL.
12. Pasula, H.; Marthi, B.; Milch, B.; Russell, S.; and Shpitser, I. 2002. Identity uncertainty and citation matching. In NIPS.
13. Soon, W.; Ng, H.; and Lim, D. 2001. A machine learning approach to coreference resolution of noun phrases. Computational Linguistics (Special Issue on Computational Anaphora Resolution) 27:521-544.
14. Voorhees, E. 2002. Overview of the TREC-2002 question answering track. In TREC, 115-123.