Voted NER system using appropriate unlabeled data

NEWS 2009 - 2009 Named Entities Workshop: Shared Task on Transliteration at the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, ACL-IJCNLP 2009

Volumn , Issue , 2009, Pages 202-210

  Ekbal, Asif ^a   Bandyopadhyay, Sivaji ^a  

^a JADAVPUR UNIVERSITY   (India)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; LEARNING ALGORITHMS; MAXIMUM ENTROPY METHODS; NATURAL LANGUAGE PROCESSING SYSTEMS; RANDOM PROCESSES;

BENGALIS; FIELD VECTORS; LANGUAGE INDEPENDENTS; MAXIMUM-ENTROPY; NAMED ENTITY RECOGNITION; PART-OF-SPEECH TAGS; RECOGNITION SYSTEMS; SUPPORT VECTORS MACHINE; UNLABELED DATA; WORD LEVEL;

SUPPORT VECTOR MACHINES;

EID: 84871933650     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. Anderson, T. W. and Scolve, S. Introduction to the Statistical Analysis of Data. Houghton Mifflin, 1978.
2. Bikel, Daniel M., R. Schwartz, Ralph M. Weischedel. 1999. An Algorithm that Learns What's in Name. Machine Learning (Special Issue on NLP), 1-20.
3. Bothwick, Andrew. 1999. A Maximum Entropy Approach to Named Entity Recognition. Ph.D. Thesis, NYU.
4. Ekbal, Asif, Naskar, Sudip and S. Bandyopadhyay. 2007b. Named Entity Recognition and Transliteration in Bengali. Named Entities: Recognition, Classification and Use, Special Issue of Lingvisticae Investigationes Journal, 30:1 (2007), 95-114.
5. rd International Joint Conference on Natural Language Processing (IJCNLP-08), 589-594.
6. Ekbal, Asif, and S. Bandyopadhyay. 2008b. Bengali Named Entity Recognition using Support Vector Machine. In Proceedings of the Workshop on Named Entity Recognition on South and South East Asian Languages (NERSSEAL), IJCNLP-08, 51-58.
7. Ekbal, Asif, and S. Bandyopadhyay. 2008c. A Web-based Bengali News Corpus for Named Entity Recognition. Language Resources and Evaluation Journal, Volume (40), 173-182.
8. Ekbal, Asif and S. Bandyopadhyay. 2008d. Web-based Bengali News Corpus for Lexicon Development and POS Tagging. In POLIBITS, an International Journal, Volume (37), 20-29, ISSN: 1870-9044.
9. Ekbal, Asif and S. Bandyopadhyay. 2008e. Appropriate Unlabeled Data, Post-processing and Voting Can Improve the Performance of NER System. In Proceedings of the 6th International Conference on Natural Language Processing (ICON-08), 234-239, India.
10. Ekbal, Asif and S. Bandyopadhyay. 2009. Improving the Performance of a NER System by Post-processing, Context Patterns and Voting. In W. Li and D. Molla-Aliod (Eds): ICCPOL 2009, Lecture Notes in Artificial Intelligence (LNAI), Springer Berlin/Heidelberg, Volume (5459), 45-56.
11. Florian, Radu, Ittycheriah, A., Jing, H. and Zhang, T. 2003. Named Entity Recognition through Classifier Combination. In Proceedings of CoNLL-2003.
12. th International Conference on Machine Learning (ICML), 282-289.
13. Li, Wei and Andrew McCallum. 2003. Rapid Development of Hindi Named Entity Recognition Using Conditional Random Fields and Feature Inductions. ACM TALIP, 2(3), (2003), 290-294.
14. rd International Joint Conference on Natural Language Processing (IJCNLP-08), 343-349.
15. Valdimir N., Vapnik 1995. The Nature of Statistical Learning Theory. Springer.
16. Yamada, Hiroyasu, Taku Kudo and Yuji Matsumoto. 2002. Japanese Named Entity Extraction using Support Vector Machine. In Transactions of IPSJ, Vol. 43 No. 1, 44-53.