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The effect of rhythm on structural disambiguation in Chinese

Published:11 July 2003Publication History

ABSTRACT

The length of a constituent (number of syllables in a word or number of words in a phrase), or rhythm, plays an important role in Chinese syntax. This paper systematically surveys the distribution of rhythm in constructions in Chinese from the statistical data acquired from a shallow tree bank. Based on our survey, we then used the rhythm feature in a practical shallow parsing task by using rhythm as a statistical feature to augment a PCFG model. Our results show that using the probabilistic rhythm feature significantly improves the performance of our shallow parser.

References

  1. Church, K., 1988. A stochastic parts program and noun phrase parser for unrestricted text. In Proceedings of the Second Conference on Applied Natural Language Processing, pp. 136--143. Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. Collins, M. 1997. Three generative lexicalized models for statistical parsing, in Proceedings of the 35th Annual Meeting of the ACL, pp. 16--23. Google ScholarGoogle ScholarDigital LibraryDigital Library
  3. Feng, Shengli. 2000. The Rhythmic syntax of Chinese(in Chinese), Shanghai Education Press.Google ScholarGoogle Scholar
  4. Goodman, J. 1997. Probabilistic Feature Grammars, In Proceedings of the International Workshop on Parsing Technologies, September 1997Google ScholarGoogle Scholar
  5. Magerman, D. 1995. Statistical decision-tree models for parsing, in Proceedings of the 33rd Annual Meeting of the Association for Computational Linguistics, pp. 276--283. Google ScholarGoogle ScholarDigital LibraryDigital Library
  6. Quirk et al. 1985. A Comprehensive Grammar of English Languge, Longman.Google ScholarGoogle Scholar
  7. Ramshaw L., and Marcus M. 1995. Text chunking using transformation-based learning. In Proceedings of the Third Workshop on Very Large Corpora. pp. 86--95.Google ScholarGoogle Scholar

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  • Published in

    cover image DL Hosted proceedings
    SIGHAN '03: Proceedings of the second SIGHAN workshop on Chinese language processing - Volume 17
    July 2003
    193 pages

    Publisher

    Association for Computational Linguistics

    United States

    Publication History

    • Published: 11 July 2003

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