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Portability of the Stochastic Parser

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Stochastically-Based Semantic Analysis

Abstract

This chapter investigates the process of porting the stochastically-based semantic analyzer initially developed for the American ATIS task to the French MASK application (Minker, 1998) in which users make train travel information inquiries.

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Notes

  1. While the semantic interpretation of the isolated query is unambiguous in order to respond correctly, the dialog context is needed.

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  2. meaning that the definitive interpretation depends on the dialog state

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  3. For this study a subset of about 10,000 MASK utterances was used. The current data collection status reports more than 52,000 utterances with 652 station names.

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  4. The utterances were annotated independently from the dialog context.

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  5. carried out at CMU

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  6. which is similar to ATIS and MASK, where an incorrect semantic representation may still produce a correct database response.

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  7. carried out at CMU and the University of Karlsruhe

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  8. relative gain in accuracy (%)

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© 1999 Springer Science+Business Media New York

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Minker, W., Waibel, A., Mariani, J. (1999). Portability of the Stochastic Parser. In: Stochastically-Based Semantic Analysis. The Springer International Series in Engineering and Computer Science, vol 514. Springer, Boston, MA. https://doi.org/10.1007/978-1-4615-5255-0_6

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  • DOI: https://doi.org/10.1007/978-1-4615-5255-0_6

  • Publisher Name: Springer, Boston, MA

  • Print ISBN: 978-1-4613-7396-4

  • Online ISBN: 978-1-4615-5255-0

  • eBook Packages: Springer Book Archive

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