Weighted vote based classifier ensemble selection using genetic algorithm for named entity recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6177 LNCS, Issue , 2010, Pages 256-267

  Ekbal, Asif ^a   Saha, Sriparna ^a  

^a UNIVERSITY OF HEIDELBERG   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFIER ENSEMBLES; ENSEMBLE TECHNIQUES; EVALUATION RESULTS; F-MEASURE; INDIVIDUAL CLASSIFIERS; MAXIMUM ENTROPY; NAMED ENTITIES; NAMED ENTITY RECOGNITION; RESOURCE-CONSTRAINED; SEARCH CAPABILITIES;

CLASSIFIERS; COMPUTATIONAL LINGUISTICS; GENETIC ALGORITHMS; INFORMATION SYSTEMS; QUERY LANGUAGES;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 77955449377     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-13881-2_27     Document Type: Conference Paper

References (11)

1. Ekbal, A., Bandyopadhyay, S.: Lexical Pattern Learning from Corpus Data for Named Entity Recognition. In: Proceedings of the 5th International Conference on Natural Language Processing (ICON), India, pp. 123-128 (2007)
2. Ekbal, A., Naskar, S., Bandyopadhyay, S.: Named Entity Recognition and Transliteration in Bengali. Named Entities: Recognition, Classification and Use, Special Issue of Lingvisticae Investigationes Journal 30(1), 95-114 (2007)
3. Ekbal, A., Haque, R., Bandyopadhyay, S.: Named Entity Recognition in Bengali: A Conditional Random Field Approach . In: Proceedings of the 3rd International Joint Conference on Natural Language Processing (IJCNLP 2008), pp. 589-594 (2008)
4. Li, W., McCallum, A.: Rapid Development of Hindi Named Entity Recognition using Conditional Random Fields and Feature Induction. ACM Transactions on Asian Languages Information Processing 2(3), 290-294 (2004) (Pubitemid 43891427)
5. Goldberg, D.E.: Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley, New York (1989)
6. Ekbal, A., Bandyopadhyay, S.: Voted NER System using Appropriate Unlabeled Data. In: Proceedings of the 2009 Named Entities Workshop: Shared Task on Transliteration (NEWS 2009), ACL-IJCNLP, pp. 202-210 (2009)
7. Ekbal, A., Bandyopadhyay, S.: Web-based Bengali News Corpus for Lexicon Development and POS Tagging. POLIBITS 37, 20-29 (2008)
8. Holland, J.H.: Adaptation in Natural and Artificial Systems. The University of Michigan Press, AnnArbor (1975)
9. Srinivas, M., Patnaik, L.M.: Adaptive Probabilities of Crossover and Mutation in Genetic Algorithms. IEEE Transactions on Systems, Man and Cybernatics 24(4), 656-667 (1994)
10. Ekbal, A., Bandyopadhyay, S.: A Web-based Bengali News Corpus for Named Entity Recognition. Language Resources and Evaluation Journal 42(2), 173-182 (2008)
11. Tjong Kim Sang, E.F., De Meulder, F.: Introduction to the Conll-2003 Shared Task: Language Independent Named Entity Recognition. In: Proceedings of the Seventh Conference on Natural Language Learning at HLT-NAACL 2003, pp. 142-147 (2003)