Ambiguous part-of-speech tagging for improving accuracy and domain portability of syntactic parsers

IJCAI International Joint Conference on Artificial Intelligence

Volumn , Issue , 2007, Pages 1783-1788

  Yoshida, Kazuhiro ^a   Tsuruoka, Yoshimasa ^b   Miyao, Yusuke ^a   Tsujii, Jun'ichi ^a,b,c  

^a UNIVERSITY OF TOKYO   (Japan)

^b UNIVERSITY OF MANCHESTER   (United Kingdom)

^c National Center for Text Mining   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

DOMAIN ADAPTATION; GENIA CORPUS; HPSG PARSER; PART OF SPEECH; PART OF SPEECH TAGGING; POS TAGGERS; POS TAGGING; SYNTACTIC PARSERS;

ARTIFICIAL INTELLIGENCE; INDUSTRIAL PLANTS; SYNTACTICS;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 79957530456     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. K. Campbell, D. Oliver, and E. Shortliffe. The Unified Medical Language System: Toward a Collaborative Approach For Solving Terminological Problems, 1997.
2. E. Charniak and M. Johnson. Coarse-to-Fine n-Best Parsing and MaxEnt Discriminative Reranking. In Proc. of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL'05), pages 173-180, June 2005.
3. Eugene Charniak, Glenn Carroll, John Adcock, Anthony R. Cassandra, Yoshihiko Gotoh, Jeremy Katz, Michael L. Littman, and John McCann. Taggers for Parsers. Artificial Intelligence, 85(1-2):45-57, 1996.
4. Eugene Charniak. A Maximum-Entropy-Inspired Parser. Technical Report CS-99-12, 1999.
5. S. Chen and R. Rosenfeld. A Gaussian prior for smoothing maximum entropy models. In Technical Report CMUCS, 1999.
6. Stephen Clark and James Curran. The importance of supertagging for wide-coverage CCG parsing. In 20th International Conference on Computational Linguistics, 2004.
7. Paul R. Cohen. Empirical methods for artificial intelligence. MIT Press, Cambridge, MA, USA, 1995.
8. Tadayoshi Hara, Yusuke Miyao, and Jun'ichi Tsujii. Adapting a probabilistic disambiguation model of an HPSG parser to a new domain. In Natural Language Processing IJCNLP 2005, volume 3651 of Lecture Notes in Artificial Intelligence. Springer-Verlag GmbH, 2005.
9. S. Kulick, A. Bies, M. Liberman, M. Mandel, R. McDonald, M. Palmer, A. Schein, and L. Ungar. Integrated annotation for biomedical information extraction. In Proc. of HLT/NAACL 2004, 2004.
10. Matthew Lease and Eugene Charniak. Parsing Biomedical Literature. In IJCNLP, pages 58-69, 2005.
11. Mitchell P. Marcus, Beatrice Santorini, and Mary Ann Marcinkiewicz. Building a Large Annotated Corpus of English: The Penn Treebank. Computational Linguistics, 19(2), 1994.
12. Yusuke Miyao, Takashi Ninomiya, and Jun'ichi Tsujii. Corpus-oriented Grammar Development for Acquiring a Head-driven Phrase Structure Grammar from the Penn Treebank. In Proc. of IJCNLP-04, 2004.
13. Takashi Ninomiya, Yoshimasa Tsuruoka, Yusuke Miyao, and Jun'ichi Tsujii. Efficacy of Beam Thresholding, Unification Filtering and Hybrid Parsing in Probabilistic HPSG Parsing. In Proc. of IWPT 2005, pages 103-114, 2005.
14. Tomoko Ohta, Yuka Tateisi, Hideki Mima, and Jun'ichi Tsujii. GENIA Corpus: an Annotated Research Abstract Corpus in Molecular Biology Domain. In Proceedings of the Human Language Technology Conference (HLT 2002), March 2002.
15. Carl Pollard and Ivan A. Sag. Head-Driven Phrase Structure Grammar. The University of Chicago Press, 1994.
16. Yuka Tateisi, Akane Yakushiji, Tomoko Ohta, and Jun'ichi Tsujii. Syntax Annotation for the GENIA corpus. In Proceedings of the IJCNLP 2005, Companion volume, pages 222-227, October 2005.
17. Yoshimasa Tsuruoka and Jun'ichi Tsujii. Bidirectional Inference with the Easiest-First Strategy for Tagging Sequence Data. In Proceedings of HLT/EMNLP 2005, pages 467-474, 2005.
18. R. Watson. Part-of-speech Tagging Models for Parsing. In Proc. of CLUK 2006, 2006.