Tagging with small training corpora

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

Volumn 2189, Issue , 2001, Pages 63-72

  Marques, Nuno C ^a,b   Lopes, Gabriel Pereira ^b  

^a UNIVERSIDADE ABERTA   (Portugal)

^b UNIVERSIDADE NOVA DE LISBOA   (Portugal)

Author keywords

[No Author keywords available]

Indexed keywords

DATA HANDLING; INFORMATION ANALYSIS; NATURAL LANGUAGE PROCESSING SYSTEMS; SYNTACTICS;

ANALYSIS OF TEXTUAL DATUM; NATURAL LANGUAGE TEXT; PART-OF-SPEECH TAGS; POS TAGGERS; POS TAGGING; PRECISION RATES; SMALL TRAINING; UNRESTRICTED TEXTS;

COMPUTATIONAL LINGUISTICS;

EID: 84958547170     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-44816-0_7     Document Type: Conference Paper

References (15)

1. Eric Brill. Unsupervised learning of disambiguation rules for part of speech tagging. In Proceedings of the Very Large Corpora Workshop, 1995.
2. H. Baayen and Richard Sproat. Estimating lexical priors for low-frequency morphologically ambiguous forms. Computational Linguistics, 22(2):155–166, 1996.
3. Doug Cutting, Julian Kupiec, Jan Pedersen, and Penelope Sibun. A practical part-of-speech tagger. In Proceedings of the third ACL Conference on Applied Natural Language Processing, pages 133–140, Trento, Italy, 1992.
4. Simon Haykin. Neural Networks: A comprehensive Foundation. Macmillan College Publishing Company, Inc., 1994.
5. V. Hoste and W. Daelemans. Comparing bagging and boosting for natural language processing tasks: a typically approach. In Bernard Lang, editor, BENELEARN 2000: proceedings of the Tenth Belgian-Dutch Conference on Machine Learning, pages 101–109, Tilburg University, 2000, 2000.
6. José Gabriel Lopes, Nuno Cavalheiro Marques, and Vitor Ramos Rocio. Polaris, a POrtuguese Lexicon Acquisition and Retrieval interactive System. In Proceedings of the conference on Pratical Applications of PROLOG, 1994.
7. Nuno Cavalheiro Marques. Uma Metodologia Estatística para a Modelação da Sub-categorização Verbal. PhD thesis, Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa, 2000.
8. Bernard Merialdo. Tagging english text with a probabilistic model. Computacional Linguistics, 20(2):155–171, 1994.
9. Nuno C. Marques and José Gabriel Lopes. Using neural networks for Portuguese part-of-speech tagging. In Proceedings of the Fifth International Conference on Cognitive Science and Natural Language Processing, Dublin City University, Ireland, September 2-5 1996.
10. Nuno Cavalheiro Marques and José Gabriel Lopes. Neural networks, part-of-speech tagging and lexicon. Technical report, Departamento de Informática, Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa, Febuary 1997.
11. Nuno C. Marques and José Gabriel Lopes. A POS-Tagger Generator for Unknown Languages. In Proceedings of the XVII Congreso de la SEPLN, Jaén – Spain, to appear, September 2001.
12. Adwait Ratnaparkhi. Maximum Entropy Models for Natural Language Ambiguity Resolution. PhD thesis, University of Pennsylvania, 1998.
13. Helmut Schmid. Part-of-speech tagging with neural networks. In Proceedings of the International Conference on Computational Linguistics, Kyoto, Japan, 1994.
14. Christer Samuelsson and Atro Voutilainen. Tagging french - comparing a statistical and a constraint-based method. In Proceedings of the European Chapter of the Annual Meeting of ACL, 1997.
15. University of Stuttgart – Institute for Parallel and Distributed High Performance Systems (IPVR). User Manual of the Stuttgart Neural Network Simulator, 1994. Report No. 3//94.