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SLINERC: the Sydney Language-Independent Named Entity Recogniser and Classifier

Published: 31 August 2002 Publication History

Abstract

The Sydney Language Independent Named Entity Recogniser and Classifier (SLINERC) is a multi-stage system for the recognition and classification of named entities. Each stage uses a decision graph learner to combine statistical features with results from prior stages. Earlier stages are focused upon entity recognition, the division of non-entity terms from entities. Later stages concentrate on the classification of these entities into the desired classes. The best over-all f-values are 73.92 and 71.36 for the Spanish and Dutch datasets, respectively.

References

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Daniel M. Bikel, Scott Miller, Richard Schwartz, and Ralph Weischedel. 1997. Nymble: a high-performance learning name-finder. In Proceedings of ANLP-97, pages 194--201.
[2]
A. Borthwick, J. Sterling, E. Agichtein, and R. Grishman. 1998. Exploiting diverse knowledge sources via maximum entropy in named entity recognition.
[3]
S. Buchholz and A. van den Bosch. 2000. Integrating seed names and n-grams for a named entity list and classifier.
[4]
S. Cucerzan and D. Yarowsky. 1999. Language independent named entity recognition combining morphological and contextual evidence.
[5]
A. Mikheev, M. Moens, and C. Grover. 1999. Named entity recognition without gazetteers.
[6]
Jon D. Patrick and Ishaan Goyal. 2001. Boosted decision graphs for nlp learning tasks. In Walter Daelemans and Rémi Zajac, editors, Proceedings of CoNLL-2001, pages 58--60. Toulouse, France.

Cited By

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  • (2017)DemandMinerProceedings of the 13th International Conference on Semantic Systems10.1145/3132218.3132222(136-143)Online publication date: 11-Sep-2017
  • (2012)A new parallel association rule mining algorithm on distributed shared memory systemInternational Journal of Business Intelligence and Data Mining10.1504/IJBIDM.2012.0517107:4(233-252)Online publication date: 1-Jan-2012
  • (2008)NewsStandProceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems10.1145/1463434.1463458(1-10)Online publication date: 5-Nov-2008
  • Show More Cited By

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Information & Contributors

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Published In

cover image DL Hosted proceedings
COLING-02: proceedings of the 6th conference on Natural language learning - Volume 20
August 2002
207 pages

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Association for Computational Linguistics

United States

Publication History

Published: 31 August 2002

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Overall Acceptance Rate 1,537 of 1,537 submissions, 100%

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Cited By

View all
  • (2017)DemandMinerProceedings of the 13th International Conference on Semantic Systems10.1145/3132218.3132222(136-143)Online publication date: 11-Sep-2017
  • (2012)A new parallel association rule mining algorithm on distributed shared memory systemInternational Journal of Business Intelligence and Data Mining10.1504/IJBIDM.2012.0517107:4(233-252)Online publication date: 1-Jan-2012
  • (2008)NewsStandProceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems10.1145/1463434.1463458(1-10)Online publication date: 5-Nov-2008
  • (2007)STEWARDProceedings of the 15th annual ACM international symposium on Advances in geographic information systems10.1145/1341012.1341045(1-8)Online publication date: 7-Nov-2007
  • (2004)Web-a-whereProceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval10.1145/1008992.1009040(273-280)Online publication date: 25-Jul-2004
  • (2003)Named entity recognition using a character-based probabilistic approachProceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 410.3115/1119176.1119208(196-199)Online publication date: 31-May-2003
  • (2003)Meta-learning orthographic and contextual models for language independent named entity recognitionProceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 410.3115/1119176.1119207(192-195)Online publication date: 31-May-2003
  • (2002)Introduction to the CoNLL-2002 shared taskproceedings of the 6th conference on Natural language learning - Volume 2010.3115/1118853.1118877(1-4)Online publication date: 31-Aug-2002

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