Named entity recognition in Bengali: A conditional random field approach

IJCNLP 2008 - 3rd International Joint Conference on Natural Language Processing, Proceedings of the Conference

Volumn 2, Issue , 2008, Pages 589-594

  Ekbal, Asif ^a   Haque, Rejwanul ^a   Bandyopadhyay, Sivaji ^a  

^a JADAVPUR UNIVERSITY   (India)

Author keywords

[No Author keywords available]

Indexed keywords

NATURAL LANGUAGE PROCESSING SYSTEMS;

10-FOLD CROSS-VALIDATION; BENGALIS; CONTEXTUAL INFORMATION; CROSS-VALIDATION TESTS; F-SCORE; NAMED ENTITIES; NAMED ENTITY RECOGNITION; NEWS CORPORA; RECOGNITION SYSTEMS; TRAINING SETS;

RANDOM PROCESSES;

EID: 85120175115     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Daniel M. Bikel, Richard L. Schwartz, and Ralph M. Weischedel. 1999. An Algorithm that Learns What's in a Name. Machine Learning, 34(1-3):211-231.
2. A. Borthwick. 1999. Maximum Entropy Approach to Named Entity Recognition. Ph.D. thesis, New York University.
3. A. Ekbal and S. Bandyopadhyay. 2007a. Lexical Pattern Learning from Corpus Data for Named Entity Recognition. In Proceedings of ICON, pages 123-128, India.
4. A. Ekbal and S. Bandyopadhyay. 2007b. Pattern Based Bootstrapping Method for Named Entity Recognition. In Proceedings of ICAPR, pages 349-355, India.
5. A. Ekbal and S. Bandyopadhyay. 2007d. A Web-based Bengali News Corpus for Named Entity Recognition. Language Resources and Evaluation Journal (accepted).
6. A. Ekbal, S.K. Naskar, and S. Bandyopadhyay. 2007c. Named Entity Recognition and Transliteration in Bengali. Named Entities: Recognition, Classification and Use, Special Issue of Lingvisticae Investigationes Journal, 30(1):95-114.
7. John D. Lafferty, Andrew McCallum, and Fernando C. N. Pereira. 2001. Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data. In ICML, pages 282-289.
8. Wei Li and Andrew McCallum. 2004. Rapid Development of Hindi Named Entity Recognition using Conditional Random Fields and Feature Induction. ACM TALIP, 2(3):290-294.
9. A. McCallum and W. Li. 2003. Early results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-enhanced Lexicons. In Proceedings of CoNLL, pages 188-191, Canada.
10. Fei Sha and Fernando Pereira. 2003. Shallow Parsing with Conditional Random Fields. In Proceedings of NAACL'03, pages 134-141, Canada.