The role of algorithm bias vs information source in learning algorithms for morphosyntactic disambiguation

Proceedings of the 4th Conference on Computational Natural Language Learning, CoNLL 2000 and of the 2nd Learning Language in Logic Workshop, LLL 2000 - Held in cooperation with ICGI 2000

Volumn , Issue , 2000, Pages 19-24

  De Pauw, Guy ^a   Daelemans, Walter ^a  

^a UNIVERSITY OF ANTWERP   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; LEARNING ALGORITHMS; LEARNING SYSTEMS;

BENCHMARK PROBLEMS; INFORMATION SOURCES; LEARN+; LOCAL CONTEXTS; OBJECTIVE EVALUATION; PART OF SPEECH TAGGING; PARTS-OF-SPEECH TAGGING; PROCESSING PROBLEMS; SYSTEMATIC EVALUATION; SYSTEMS COMPARISON;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 0348236521     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. Adam Berger, Stephen Delia Pietra, and Vincent Delia Pietra. 1996. Maximum Entropy Approach to Natural Language Processing. Computational Linguistics, 22(1).
2. C. Cardie. 1994. Domain Specific Knowledge Acquisition for Conceptual Sentence Analysis. Ph.D. thesis, University of Massachusets, Amherst, MA.
3. W. Daelemans, J. Zavrel, P. Berck, and S. Gillis. 1996. MBT: A memory-based part of speech tagger generator. In E. Ejerhed and I. Dagan, editors, Proc. of Fourth Workshop on Very Large Corpora, pages 14-27. ACL SIGDAT.
4. W. Daelemans, A. Van den Bosch, and J. Zavrel. 1999a. Forgetting exceptions is harmful in language learning. Machine Learning, Special issue on Natural Language Learning, 34:11-41.
5. W. Daelemans, J. Zavrel, K. Van der Sloot, and A. Van den Bosch. 1999b. TiMBL: Tilburg Memory Based Learner, version 2.0, reference manual. Technical Report ILK-9901, ILK, Tilburg University.
6. A. Ratnaparkhi. 1996. A maximum entropy part-of-speech tagger. In Proc. of the Conference on Empirical Methods in Natural Language Processing, May 17-18, 1996, University of Pennsylvania.
7. Dan Roth. 1998. Learning to resolve natural language ambiguities: A unified approach. In Proceedings of the 15th National Conference on Artificial Intelligence (AAAI-98) and of the 10th Conference on Innovative Applications of Artificial Intelligence (IAAI-98), pages 806-813, Menlo Park, July 26-30. AAAI Press.
8. Dan Roth. 1999. Learning in natural language. In Proceedings of the 16th Joint Conference on Artificial Intelligence.
9. C. Stanfill and D. Waltz. 1986. Toward memory-based reasoning. Communications of the ACM, 29(12):1213-1228, December.
10. H. van Halteren, J. Zavrel, and W. Daelemans. 1998. Improving data-driven wordclass tagging by system combination. In Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics, Montr'eal, Quebec, Canada, pages 491-497, Montreal, Canada, August 10-14.
11. H. van Halteren (ed.). 1999. Syntactic Word-class Tagging. Kluwer Academic Publishers, Dordrecht, The Netherlands.