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Example-Based Sense Tagging of Running Chinese Text

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Natural Language Processing Using Very Large Corpora

Part of the book series: Text, Speech and Language Technology ((TLTB,volume 11))

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Abstract

This paper describes a sense tagging technique for the automatic sense tagging of running Chinese text. The system takes as input running Chinese text, and outputs sense disambiguated text. Whereas previous work ((Yarowsky, 1992; Gale et al., 1992; Gale et al., 1993)) relies heavily on the role of statistics, the present system makes use of Machine Readable/Tractable Dictionaries ((Wilks et al., 1990; Guo, 1995)) and an example-based reasoning technique ((Nagao, 1984; Sumita et al., 1990); to treat novel words, compound words, and phrases found in the input text.

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References

  • Bai, S. H., Xia, Y., Huang, C-L. 1992, Research on Chinese Grammatical Tagging Method for Chinese Corpus. In: Chen (ed.). Development in Machine Translation. Dianzi Gongye Publishing House, Beijing, pp. 408–418.

    Google Scholar 

  • Fu, X-L. 1987. Xiandai Hanyu Tongyong Zidian. Waiyu Jiaoxue Yu Yanjiu Publishing House, Beijing.

    Google Scholar 

  • Gale, W. A., Church, K. W. and Yarowsky, D. 1992. Work on Statistical Methods for Word Sense Disambiguation. Working Notes for AAAI Fall Symposium on Probabilistic Approaches to Natural Language. pp. 54–60.

    Google Scholar 

  • Gale, W. A., Church, K. W. and Yarowsky, D. 1992. ‘A Method for Disambiguating Word Senses in a Large Corpus’. Computers and the Humanities. 26 (5–6): 415–439.

    Article  Google Scholar 

  • Guo, C. M. 1995. Machine Tractable Dictionaries: Design and Construction. Ablex, Norwood, NJ.

    Google Scholar 

  • Mei, J. Zh. 1983. Tongyici Cilin. Shanghai Cishu Publishing House, Shanghai.

    Google Scholar 

  • Nagao, M. 1984. A Framework of a Mechanical Translation Between Japanese and English by Analogy Example. In: Elithorn and Benerji (eds). Artificial and Human Intelligence. Elsevier, Amsterdam.

    Google Scholar 

  • Sinclair, J. 1991. Monitor Corpora. Corpus, Concordance, Collocation. Oxford University Press. pp. 24–26.

    Google Scholar 

  • Sumita, E., Iida, H. and Kohyama, H. 1990. Translating with Examples: a New Approach to Machine Translation. The Third International Conference on Theoretical and Methodological Issues in Machine Translation of Natural Language. Austin, Texas.

    Google Scholar 

  • Wilks, Y., Fass, D., Guo, C. M., McDonald, J., Plate, T., and Slator, B. M. 1990. Providing Machine Tractable Dictionary Tools. Journal of Machine Translation. Vol. 5, no. 2, pp. 99–151.

    Article  Google Scholar 

  • Yarowsky, D. 1992. Word-sense Disambiguation Using Statistical Models of Roget’s Categories Trained on Large Corpora. COLINC-92. Nantes, France. pp. 454–460.

    Google Scholar 

  • Zhang, W. 1986. Character Meanings and Word Meanings. China Wuzi Publishing House,Beijing.

    Google Scholar 

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© 1999 Springer Science+Business Media Dordrecht

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Tong, X., Huang, C., Guo, C. (1999). Example-Based Sense Tagging of Running Chinese Text. In: Armstrong, S., Church, K., Isabelle, P., Manzi, S., Tzoukermann, E., Yarowsky, D. (eds) Natural Language Processing Using Very Large Corpora. Text, Speech and Language Technology, vol 11. Springer, Dordrecht. https://doi.org/10.1007/978-94-017-2390-9_5

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  • DOI: https://doi.org/10.1007/978-94-017-2390-9_5

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-90-481-5349-7

  • Online ISBN: 978-94-017-2390-9

  • eBook Packages: Springer Book Archive

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