A second-order hidden markov model for part-of-speech tagging

Proceedings of the Annual Meeting of the Association for Computational Linguistics

Volumn 1999-June, Issue , 1999, Pages 175-182

  Thede, Scott M ^a   Harper, Mary P ^a  

^a PURDUE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; NATURAL LANGUAGE PROCESSING SYSTEMS; SYNTACTICS;

CONTEXTUAL INFORMATION; CONTEXTUAL PROBABILITY; HIDDEN-MARKOV MODELS; LEXICAL PROBABILITY; PART OF SPEECH TAGGING; PARTS-OF-SPEECH TAGGING; SECOND-ORDER APPROXIMATION; SECOND-ORDER HIDDEN MARKOV MODELS; STATE OF THE ART; STATISTICAL SYSTEMS;

HIDDEN MARKOV MODELS;

EID: 85124018704     PISSN: 0736587X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (20)

1. Eric Brill. 1994. A report of recent progress in transformation-based error-driven learning. Proceedings of the Twelfth National Conference on Artifical Intelligence, pages 722-727.
2. Eric Brill. 1995. Transformation-based error-driven learning and natural language processing: A case study in part of speech tagging.
3. Computational Linguistics, 21(4):543-565. Eugene Charniak, Curtis Hendrickson, Neil Jacobson, and Mike Perkowitz. 1993. Equations for part-of-speech tagging. Proceedings of the Eleventh National Conference on Artificial Intelligence, pages 784-789.
4. Walter Daelemans, Jakub Zavrel, Peter Berck, and Steven Gillis. 1996. MBT: A memory-based part of speech tagger-generator. Proceedings of the Fourth Workshop on Very Large Corpora, pages 14-27.
5. William A. Gale and Kenneth W. Church. 1994. What's wrong with adding one? In Corpus-Based Research into Language. Rodolpi, Amsterdam.
6. I. J. Good. 1953. The population frequencies of species and the estimation of population parameters. Biometrika, 40:237-264.
7. Frederick Jelinek and Robert L. Mercer. 1980. Interpolated estimation of markov source parameters from sparse data. Proceedings of the Workshop on Pattern Recognition in Practice.
8. Salva M. Katz. 1987. Estimation of probabilities from sparse data for the language model component of a speech recognizer. IEEE Transactions on Acoustics, Speech and Signal Processing, 35 (3):400-401.
9. Julian Kupiec. 1992. Robust part-of-speech tagging using a hidden Markov model. Computer Speech and Language, 6(3):225-242.
10. Mitchell Marcus, Beatrice Santorini, and Mary Ann Marcinkiewicz. 1993. Building a large annotated corpus of English: The Penn Treebank. Computational Linguistics, 19(2):313-330.
11. Andrei Mikheev. 1996. Unsupervised learning of word-category guessing rules. Proceedings of the 34th Annual Meeting of the Association for Compuatational Linguistics, pages 327-334.
12. Andrei Mikheev. 1997. Automatic rule induction for unknown-word guessing. Computational Linguistics, 23(3):405-423.
13. Lawrence R. Rabiner. 1989. A tutorial on hidden Markov models and selected applications in speech recognition. Proceeding of the IEEE, pages 257-286.
14. Adwait Ratnaparkhi. 1996. A maximum entropy model for part-of-speech tagging. Proceedings of the Conference on Empirical Methods in Natural Language Processing, pages 133-142.
15. Dan Roth and Dmitry Zelenko. 1998. Part of speech tagging using a network of linear separators. Proceedings of COLING-ACL '98, pages 1136-1142.
16. Scott M. Thede. 1998. Predicting part-of-speech information about unknown words using statistical methods. Proceedings of COLING-ACL '98, pages 1505-1507.
17. GSkhan Tiir and Kemal Oflazer. 1998. Tagging English by path voting constraints. Proceedings of COLING-ACL '98, pages 1277-1281.
18. Evelyne Tzoukermann and Dragomir R. Radev. 1996. Using word class for part-of-speech disambiguation. Proceedings of the Fourth Workshop on Very Large Corpora, pages 1-13.
19. Hans van Halteren, Jakub Zavrel, and Walter Daelemans. 1998. Improving data driven wordclass tagging by system combination. Proceedings of COLING-A CL '98, pages 491-497.
20. Ralph Weischedel, Marie Meeter, Richard Schwartz, Lance Ramshaw, and Jeff Palmucci. 1993. Coping with ambiguity and unknown words through probabilitic models. Computational Linguistics, 19:359-382.