Abstract
In Human-Computer dialogue, spoken language understanding systems use mainly selective methods and are limited to very specific domains. On the contrary we present in this paper a speech understanding system which achieves a more detailed analysis of spoken recognized utterances.
The semantic representation of a sentence is a logic formula. Semantic and pragmatic considerations shape the formula. The analysis itself is split into two phases based on different principles. The first phase is almost exclusively syntactic. It corresponds to a segmentation into chunks whose meaning is obtained by composing λ-terms to build elementary formulas. In the second phase, the chunks are interpreted and then composed, mainly through coordination. These compositions are mainly based on pragmatic contraints provided most of the time by the context of the application.
We give here an account of the results obtained from a first series of tests. We also discuss the use of the same ideas for applications in well defined semantic domains such as database processing.
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References
S. Abney. Parsing with chunks. In C. Tenny R. Berwick, S. Abney, editor, Principle-Based Parsing. Kluwer Academic Publishers, 1991.
J-Y. Antoine. Parsing spoken language without syntax. In COLING’96, pages 47–52, Copenhagen, Danmark, 1996.
[ASC+00]_J-Y. Antoine, J. Siroux, J. Caelen, J. Villaneau, J. Goulian, and M. Ahafhaf. Obtaining predictive results with an objective evaluation of spoken dialogue systems: Experiments with the DCR assessment paradigm. In LREC’2000, Athènes, 2000.
C. Blanche-Benveniste and K. Van Den Eynde M. Bilger, C. Rouget. Le Français parlé; études grammaticales. CNRS éditions, 1990.
C. Belleannée, P. Brisset, and O. Ridoux. A pragmatic reconstruction of λProlog. J. Logic Programming, 41(1):67–102, 1999.
M.A. Covington. A dependency parser for variable-word-order languages. In Artificial Intelligence Programs. University of Georgia, USA, 1990.
P.A. Heeman and J.F. Allen. Speech repairs, intentional phrases and discourse markers: modeling speakers’ utterances in spoken dialogue. Computational Linguistics, 25(4):527–573, 1999.
L. Hirschman. Language understanding evaluations: lessons learned from MUC and ATIS. In LREC’98, pages 117–122, Granada, Spain, 1998.
A. Joshi. Introduction to tree adjoining grammars. In The Mathematics of Language. J. Benjamins, Amsterdam, The Netherlands, a. manaster ramer edition, 1987.
A. Joshi, K. Vijay-Shanker, and D. Weir. The convergence of middly context-sensitive formalisms. In Fundamentals in Natural Language Processing. MIT Press, p. sells, s. shieber, t. wasow edition, 1989.
W. Minker, A. Waibel, and J. Mariani. Stochastically Based Semantic Analysis. Kluwer, Amsterdam, The Netherlands, 1999.
W. Minker. Compréhension dans le domaine ATIS. In Actes 21ièmes Journées d’ Étude sur la parole, JEP’96, pages 417–420, Avignon, France, 1996. JEP’96.
D.A. Miller and G. Nadathur. Some uses of higher-order logic in computational linguistics. In 24th Annual Meeting of the Association for Computational Linguistics, pages 247–255, 1986.
R. Montague. Formal Philosophy. Yale University Press, New Haven, USA, 1974.
M. Moorgat. Categorial type logics. In Elsevier Science B.V., editor, Handbook of Logic and Language, pages 93–177. J. van Benthem and A. ter Meulen, 1997.
S. Sennef. Tina: a natural language system for spoken language applications. Computational Linguistics, 18:61–86, 1992.
J. F. Sowa. Conceptual Structures: Information Processing in Mind and Machine. Addison-Wesley, Reading, MA, 1984.
J.F. Sowa. Knowledge Representation. Brooks/Cole Thomson Learning, USA, 2000.
B. Srinivas. Performance evaluation of supertagging for partial parsing. In 5th International Workshop on Parsing Technologies Philadelphia, PA, 1997.
D. Sleator and D. Temperley. Parsing english with a link grammar. Research report cmu-cs-91-196, School of Computer Science, USA, 1991.
M. Steedman. The MIT Encyclopedia of Cognitive Sciences. MIT Press, Cambridge MA, 1998.
J. Villaneau. Un système basé sur les types logiques pour la compréhension de la parole. In TALN 2000, pages 529–534, Lausanne, 2000. EPFL and Université de Genève.
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Villaneau, J., Antoine, JY., Ridoux, O. (2001). Combining Syntax and Pragmatic Knowledge for the Understanding of Spontaneous Spoken Sentences. In: de Groote, P., Morrill, G., Retoré, C. (eds) Logical Aspects of Computational Linguistics. LACL 2001. Lecture Notes in Computer Science(), vol 2099. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48199-0_17
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DOI: https://doi.org/10.1007/3-540-48199-0_17
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