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Practical glossing by prioritised tiling

Published: 10 August 1998 Publication History

Abstract

We present the design of a practical context-sensitive glosser, incorporating current techniques for lightweight linguistic analysis based on large-scale lexical resources. We outline a general model for ranking the possible translations of the words and expressions that make up a text. This information can be used by a simple resource-bounded algorithm, of complexity O(n log n) in sentence length, that determines a consistent gloss of best translations. We then describe how the results of the general ranking model may be approximated using a simple heuristic prioritisation scheme. Finally we present a preliminary evaluation of the glosser's performance.

References

[1]
Alshawi, H. (1996) Head automata and bilingual tiling: translation with minimal representations. Proceedings of the 34th ACL, Santa Cruz, California.
[2]
Charniak, E. (1993) Statistical Language Learning. MIT Press.
[3]
Hawkins, John. (1994) A Performance Theory of Order and Constituency. Cambridge Studies in Linguistics 73, Cambridge University Press.
[4]
Nerbonne, John and Petra Smit (1996) GlosserRuG: in Support of Reading. In Proceedings of 16th COLING, Copenhagen.
[5]
Poznanski, V., J. L. Beaven and P. Whitelock (1995) An Efficient Generation Algorithm for Lexicalist MT. In Proceedings of the 33rd ACL, MIT.
[6]
Whitelock, P. J. (1994) Shake-and-Bake Translation. In Constraints, Language and Computation. C. J. Rupp, M. A. Rosner and R. L. Johnson (eds.) Academic Press.

Cited By

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  • (2002)Context-sensitive electronic dictionariesProceedings of the 19th international conference on Computational linguistics - Volume 210.3115/1071884.1071899(1-5)Online publication date: 24-Aug-2002

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Published In

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ACL '98/COLING '98: Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics - Volume 2
August 1998
768 pages

Sponsors

  • Government of Canada
  • Université de Montréal

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Association for Computational Linguistics

United States

Publication History

Published: 10 August 1998

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Overall Acceptance Rate 85 of 443 submissions, 19%

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  • (2002)Context-sensitive electronic dictionariesProceedings of the 19th international conference on Computational linguistics - Volume 210.3115/1071884.1071899(1-5)Online publication date: 24-Aug-2002

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