Bootstrapping a tagged corpus through combination of existing heterogeneous taggers

2nd International Conference on Language Resources and Evaluation, LREC 2000

Volumn , Issue , 2000, Pages

  Zavrel, Jakub ^a   Daelemans, Walter ^a  

^a UNIVERSITY OF ANTWERP   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

INDUSTRIAL PLANTS; LEARNING SYSTEMS;

ERROR REDUCTION; LEXICAL RESOURCES; MACHINE LEARNING MODULE; SECOND LEVEL; SMALL SAMPLES; SMALL TRAINING;

COMPUTATIONAL LINGUISTICS;

EID: 84859953554     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. Aha, D. W., D. Kibler, and M. Albert, 1991. Instance-based learning algorithms. Machine Learning, 6:37-66.
2. Atwell, E., J. Hughes, and C. Souter, 1994. Amalgam: Automatic mapping among lexicogrammatical annotation models. Technical report, Internal Paper, CCALAS, Leeds University.
3. Baayen, R. H., R. Piepenbrock, and H. van Rijn, 1993. The CELEX lexical data base on CD-ROM. Philadelphia, PA: Linguistic Data Consortium.
4. Berghmans, J., 1994. Wotan, een automatische grammatikale tagger voor het nederlands. Master's thesis, Dept. Of Language and Speech, University of Nijmegen.
5. Brants, T., 2000. TnT - a statistical part-of-speech tagger. In Proceedings of the 6th Applied NLP Conference, ANLP-2000, April 29 - May 3, 2000, Seattle, WA.
6. Brill, E., 1995. Transformation-based error-driven learning and natural language processing: A case study in part-ofspeech tagging. Computational Linguistics, 21(4):543-565.
7. Brill, E. and J. Wu, 1998. Classifier combination for improved lexical disambiguation. In COLING-ACL'98. Montreal, Canada.
8. Daelemans, W., J. Zavrel, P. Berck, and S. Gillis, 1996. MBT: A memory-based part of speech tagger generator. In E. Ejerhed and I. Dagan (eds.), Proc. of Fourth Workshop on Very Large Corpora. ACL SIGDAT.
9. Daelemans, W., J. Zavrel, K. van der Sloot, and A. van den Bosch, 2000. TiMBL: Tilburg memory based learner, version 3.0, reference manual, technical report ILK-0001. Technical report, ILK, Tilburg University.
10. Ratnaparkhi, A., 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.
11. Teufel, S., 1995. A support tool for tagset mapping. In Proc. of of the Workshop SIGDAT (EACL95).
12. Uit den Boogaart, P. C., 1975. Woordfrequenties in geschreven en gesproken Nederlands. Oosthoek, Scheltema & Holkema, Utrecht.
13. Van Eynde, F., J. Zavrel, and W. Daelemans, 2000. Part of speech tagging and lemmatisation for the spoken dutch corpus. In Proceedings of LREC'2000.
14. Van Halteren, H., 1999. The WOTAN2 Tagset Manual (under construction). Katholieke Universiteit Nijmegen.
15. Van Halteren, H., J. Zavrel, and W. Daelemans, 1998. Improving data driven wordclass tagging by system combination. In Proceedings of ACL-COLING'98, Montreal, Canada.
16. Van Halteren, H., J. Zavrel, and W. Daelemans, 2000. Improving accuracy in NLP through combination of machine learning systems. Submitted.
17. Wolpert, D. H., 1992. Stacked Generalization. Neural Networks, Pergamon Press, 5:241-259.