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A Systemic-Functional Approach to Japanese Text Understanding

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Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2945))

Abstract

We have implemented a Japanese text processing system, combining the existing parser and dictionary with the linguistic resources that we developed based on systemic functional linguistics. In this paper, we explain the text understanding algorithm of our system that utilizes the various linguistic resources in the Semiotic Base suggested by Halliday. First, we describe the structure of the SB and the linguistic resources stored in it. Then, we depict the text understanding algorithm using the SB. The process starts with morphological and dependency analyses by the non-SFL-based existing parser, followed by looking up the dictionary to enrich the input for SFL-based analysis. After mapping the pre-processing results onto systemic features, the path identification of selected features and unification based on O’Donnell are conducted with reference to the linguistic resource represented in the system networks. Consequently, we obtain graphological, lexicogrammatical, semantic and conceptual annotations of a given text.

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References

  1. Halliday, M.A.K.: An Introduction to Functional Grammar, 2nd edn. Edward Arnold, London (1994)

    Google Scholar 

  2. Matthiessen, C.M.I.M., Bateman, J.A.: Text Generation and Systemic-Functional Linguistics: Experiences from English and Japanese. Pinter, London (1991)

    Google Scholar 

  3. O’Donnell, M.: Sentence Analysis and Generation: A Systemic Perspective. PhD dissertation, Department of Linguistics, University of Sydney, Sydney (1994)

    Google Scholar 

  4. Sugimoto, T., Ito, N., Fujishiro, H., Sugeno, M.: Dialogue Management with the Semiotic Base: A Systemic Functional Linguistic Approach. In: Proc. of 1st International Conference on Soft Computing and Intelligent Systems (SCIS 2002), Tsukuba (2002)

    Google Scholar 

  5. Japan Electronic Dictionary Research Institute Ltd.: EDR Dictionary. Japan Electronic Dictionary Research Institute, Ltd., Tokyo, Japan (2001)

    Google Scholar 

  6. Kudo, T., Matsumoto, Y.: Japanese Dependency Analysis Using Cascaded Chunking. In: Proc. of 6th Conference on Natural Language Learning, Taipei, Taiwan (2002)

    Google Scholar 

  7. Halliday, M.A.K., Matthiessen, C.M.I.M.: Construing Experience through Meaning: A Language-Based Approach to Cognition. Cassell, London (1999)

    Google Scholar 

  8. Matthiessen, C.M.I.M.: Lexicogrammatical Cartography: English Systems. International Language Science Publishers, Tokyo (1995)

    Google Scholar 

  9. Mann, W.C., Matthiessen, C.M.I.M., Thompson, S.A.: Rhetorical Structure Theory and Text Analysis. In: Mann, W., Thomson, S.A. (eds.) Discourse Description: Diverse Linguistic Analyses of a Fund-Raising Text, pp. 39–78. John Benjamins, Amsterdam (1992)

    Google Scholar 

  10. Fawcett, R.P., Gordon, T.H., Lin, Y.Q.: How Systemic Functional Grammar Works: The Role of Realization in Realization. In: Horacek, H., Zock, M. (eds.) New Concepts in Natural Language Generation: Planning, Realization and Systems, pp. 114–186. Pinter, London (1993)

    Google Scholar 

  11. Winograd, T.: Understanding Natural Language. Academic Press, London (1972)

    Google Scholar 

  12. O’Donoghue, T.F.: Semantic Interpretation in a Systemic Functional Grammar. In: Strzalkowski, T. (ed.) Reversible Grammar in Natural Language Processing, pp. 415–447. Kluwer Academic Publishers, Boston (1994)

    Google Scholar 

  13. Kasper, R.T.: An Experimental Parser for Systemic Grammars. In: Proc. of COLING 1988 (1988)

    Google Scholar 

  14. Bateman, J.A., Emele, M., Momma, S.: The Nondirectional Representation of Systemic Functional Grammars and Semantics as Typed Feature Structures. In: Proc. of COLING 1992 (1992)

    Google Scholar 

  15. Kasper, R.T.: A Unification Method for Disjunctive Feature Descriptions. In: Proc. of 26th annual meeting of ACL (1987)

    Google Scholar 

  16. Ito, N., Sugimoto, T., Takahashi, Y., Kobayashi, I.: Algorithms for Text Processing with the Semiotic Base. In: Proc. of 17th annual conference of the Japanese Society for Artificial Intelligence, Niigata (2003)

    Google Scholar 

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© 2004 Springer-Verlag Berlin Heidelberg

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Ito, N., Sugimoto, T., Sugeno, M. (2004). A Systemic-Functional Approach to Japanese Text Understanding. In: Gelbukh, A. (eds) Computational Linguistics and Intelligent Text Processing. CICLing 2004. Lecture Notes in Computer Science, vol 2945. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-24630-5_3

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  • DOI: https://doi.org/10.1007/978-3-540-24630-5_3

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-21006-1

  • Online ISBN: 978-3-540-24630-5

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