Predicting part-of-speech information about unknown words using statistical methods

Proceedings of the Annual Meeting of the Association for Computational Linguistics

Volumn 2, Issue , 1998, Pages 1505-1507

  Thede, Scott M ^a  

^a PURDUE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION SOURCES; LEXICON WORDS; LINGUISTIC INFORMATION; PART OF SPEECH; PART-OF-SPEECH TAGGER; PART-OF-SPEECH TAGS; RELATIVE VALUE; SPEECH INFORMATION; TRAINING CORPUS; VALUE OF INFORMATION;

STATISTICAL METHODS;

EID: 0346198354     PISSN: 0736587X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Eric Brill. 1995. Transformation-based error-driven learning and natural language processing: A case study in part of speech tagging. Computational Linguistics, 21(4):543-565.
2. 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.
3. 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.
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6. 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.
7. Andrei Mikheev. 1997. Automatic rule induction for unknown-word guessing. Computational Linguistics, 23(3):405-423.
8. Adwait Ratnaparkhi. 1996. A maximum entropy model for part-of-speech tagging. Proceedings of the Conference on Empirical Methods in Natural Language Processing.
9. 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.