Explanation-based Learning for Machine Translation

Details Explanation-based Learning for Machine Translation Explanation-based Learning for Machine Translation

1999-07-06

arxiv.org/abs/cs/9907008v1

Computer Science

Computation and Language

12 pages, 3 figures, To appear in Proceedings of the 8th International Conference on Theoretical and Methodological Issues in

Scientific paper

In this paper we present an application of explanation-based learning (EBL) in the parsing module of a real-time English-Spanish machine translation system designed to translate closed captions. We discuss the efficiency/coverage trade-offs available in EBL and introduce the techniques we use to increase coverage while maintaining a high level of space and time efficiency. Our performance results indicate that this approach is effective.

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