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Stochastically-Based Case Frame Parser

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Stochastically-Based Semantic Analysis

Abstract

In this chapter the details are described of how a stochastic component for natural language understanding using a semantic case grammar formalism was developed (Minker et al., 1996). As foreseeable from the descriptions of the rule-based parser, the manual development of an understanding component by establishing and maintaining a system of grammar rules is costly. Each new combination of application and language requires its own adaptation or, in the worst case, a completely new implementation.

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Notes

  1. In a WOZ setup, the wizard input, a NL-parse paraphrase is provided to NLPARSE, a Texas Instruments propriety system, which then simulates a system response to the user (cf. Chapter 3).

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  2. For simplicity, only an utterance normalization is applied.

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© 1999 Springer Science+Business Media New York

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Minker, W., Waibel, A., Mariani, J. (1999). Stochastically-Based Case Frame 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_5

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  • DOI: https://doi.org/10.1007/978-1-4615-5255-0_5

  • 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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