2003 EarlyResultsForNERwithCRFs

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Subject Heading(s): Named Entity Recognition Algorithm, CRF-based NER Algorithm.

Notes

Cited by

~240 http://scholar.google.ca/scholar?cites=5372834304744483107

2003

Quotes

Abstract

2. Conditional Random Fields



References

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  • Stephen Della Pietra, Vincent Della Pietra , John Lafferty, Inducing Features of Random Fields, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.19 n.4, p.380-393, April 1997 [doi>10.1109/34.588021]
  • Rosie Jones, Andrew McCallum, Kamal Nigam, and Ellen Riloff. 1999. Bootstrapping for Text Learning Tasks. In IJCAI-99 Workshop on Text Mining: Foundations, Techniques and Applications.
  • John D. Lafferty , Andrew McCallum, Fernando C. N. Pereira, Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data, Proceedings of the Eighteenth International Conference on Machine Learning, p.282-289, June 28-July 01, 2001
  • Robert Malouf, A comparison of algorithms for maximum entropy parameter estimation, proceeding of the 6th conference on Natural language learning, p.1-7, August 31, 2002 [doi>10.3115/1118853.1118871]
  • Andrew McCallum and Fang-Fang Feng. 2003. Chinese Word Segmentation with Conditional Random Fields and Integrated Domain Knowledge. In Unpublished Manuscript.
  • Andrew McCallum. 2003. Efficiently Inducing Features of Conditional Random Fields. In Nineteenth Conference on Uncertainty in Artificial Intelligence (UAI03). (Submitted).
  • Adwait Ratnaparkhi. 1996. A Maximum Entropy Model for Part-of-Speech Tagging. In Eric Brill and Kenneth Church, editors, Proceedings of the Conference on Empirical Methods in Natural Language Processing, pages 133--142. Association for Computational Linguistics.
  • Fei Sha, Fernando Pereira, Shallow parsing with conditional random fields, Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology, p.134-141, May 27-June 01, 2003, Edmonton, Canada [doi>10.3115/1073445.1073473]
 AuthorvolumeDate ValuetitletypejournaltitleUrldoinoteyear
2003 EarlyResultsForNERwithCRFsAndrew McCallum
Wei Li
Early Results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced Lexicons.Proceedings of Seventh Conference on Natural Language Learninghttp://www.cs.umass.edu/~mccallum/papers/mccallum-conll2003.pdf10.3115/1119176.11192062003