Named entity recognition for Telugu

IJCNLP 2008 Workshop on NER for South and South East Asian Languages, Proceedings of the Workshop

Volumn , Issue , 2008, Pages 41-50

  Srikanth, P ^a   Murthy, Kavi Narayana ^a  

^a UNIVERSITY OF HYDERABAD   (India)

Author keywords

CRF; Majority Tag; NER for Telugu; Noun Tagger

Indexed keywords

COMPUTATIONAL LINGUISTICS; NATURAL LANGUAGE PROCESSING SYSTEMS; STATISTICAL TESTS;

DATA SET; F MEASURE; INDIAN LANGUAGES; MAJORITY TAG; NAMED ENTITIES; NAMED ENTITY RECOGNITION; NAMED ENTITY RECOGNITION FOR TELUGU; NOUN TAG; RECOGNITION SYSTEMS; RULE BASED;

RANDOM PROCESSES;

EID: 84978163975     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. D. Appelt, J. Hobbs, J. Bear, D. Israel, M. Kameyama, A.Kehler, D. Martin, K.Meyers, and M. Tyson. 1993. SRI international FASTUS system: MUC-6 test results and analysis.
2. Shumeet Baluja, Vibhu O. Mittal, and Rahul Sukthankar. 2000. Applying Machine Learning for High-Performance Named-Entity Extraction. Computational Intelligence, 16(4):586–596.
3. Daniel M. Bikel, Scott Miller, Richard Schwartz, and Ralph Weischedel. 1997. Nymble: a high-performance learning name-finder. In Proceedings of the fifth conference on Applied natural language processing, pages 194–201, San Francisco, CA, USA. Morgan Kaufmann Publishers Inc.
4. Charles Philip Brown. 1997. Telugu-English dictionary. New Delhi Asian Educational Services.
5. Nancy Chinchor. 1997. MUC-7 Named Entity Task Definition (version 3.0). In Proceedings of the 7th Message Understanding Conference (MUC-7).
6. M. Collins and Y. Singer. 1999. Unsupervised models for named entity classification. Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora.
7. Asif Eqbal. 2006. Named Entity Recognition for Bengali. Satellite Workshop on Language, Artificial Intelligence and Computer Science for Natural Language Applications (LAICS-NLP), Department of Computer Engineering Faculty of Engineering Kasetsart University, Bangkok, Thailand.
8. Hideki Isozaki and Hideto Kazawa. 2002. Efficient support vector classifiers for named entity recognition. In Proceedings of the 19th international conference on Computational linguistics, pages 1–7, Morristown, NJ, USA. Association for Computational Linguistics.
9. Hideki Isozaki. 2001. Japanese named entity recognition based on a simple rule generator and decision tree learning. In ACL’01: Proceedings of the 39th Annual Meeting on Association for Computational Linguistics, pages 314–321, Morristown, NJ, USA. Association for Computational Linguistics.
10. G. Bharadwaja Kumar, Kavi Narayana Murthy, and B.B.Chaudhari. June 2007. Statistical Analysis of Telugu Text Corpora. IJDL,Vol 36, No 2, pages 71–99.
11. Wei Li and Andrew McCallum. 2003. Rapid development of Hindi named entity recognition using conditional random fields and feature induction. ACM Transactions on Asian Language Information Processing (TALIP), 2(3):290–294.
12. McCallum. 2003. Early results for Named Entity Recognition with Conditional Random Fields, feature induction and web-enhanced lexicons. In Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003, pages 188–191, Morristown, NJ, USA. Association for Computational Linguistics.
13. Andrei Mikheev, Marc Moens, and Claire Grover. 1999. Named Entity Recognition without gazetteers. In Proceedings of the ninth conference on European chapter of the Association for Computational Linguistics, pages 1–8, Morristown, NJ, USA. Association for Computational Linguistics.
14. Bh.Krishna Murthy and J.P.L.Gywnn. 1985. A Grammar of Modern Telugu. Oxford University Press, Delhi.
15. Georgios Petasis, Frantz Vichot, Francis Wolinski, Georgios Paliouras, Vangelis Karkaletsis, and Constantine D. Spyropoulos. 2001. Using machine learning to maintain rule-based named-entity recognition and classification systems. In ACL’01: Proceedings of the 39th Annual Meeting on Association for Computational Linguistics, pages 426–433, Morristown, NJ, USA. Association for Computational Linguistics.
16. Taku. http://crfpp.sourceforge.net/.
17. Tong Zhang and David Johnson. 2003. A Robust Risk Minimization based Named Entity Recognition system. In Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003, pages 204–207, Morristown, NJ, USA. Association for Computational Linguistics.
18. GuoDong Zhou and Jian Su. 2001. Named Entity Recognition using an HMM-based chunk tagger. In ACL’02: Proceedings of the 40th Annual Meeting on Association for Computational Linguistics, pages 473–480, Morristown, NJ, USA. Association for Computational Linguistics.