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Capability based natural language understanding

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Book cover AI '88 (AI 1988)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 406))

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Abstract

There are many natural language systems that aim for generality. This paper describes a different approach where the language system is virtually embedded with the applications to which it is intended to deliver the parsed language. Whilst at first this may appear to be a step backwards, it has many pragmatic advantages in dealing with ill-formed input, jargon and ellipsis. By limiting natural language interaction to a narrow corridor, we maintain a strong focus for potential dialogues. This strong focus also provides the ability to readily assimilate new word meanings.

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8. References

  • Ayuso, D.M. et al "An Environment for Acquiring Semantic Information" Proceedings of the 25th Annual Meeting of the ACL, pp. 32–40, 1987.

    Google Scholar 

  • Ballard, B. W & Stumberger, D.E. "Semantic Acquisition in TELI" Proceedings of the 24th Annual Meeting of the ACL, pp. 20–29, 1986.

    Google Scholar 

  • Binot, J-L & Jensen, K. "A Semantic Expert Using an On-line Standard Dictionary" IJCAI87, pp. 709–714.

    Google Scholar 

  • Carbonell, J.G & Hayes, P.J. "Recovery Strategies for Parsing Extragrammatical Language" American Journal of Computational Linguistics, 9, pp. 123–146, 1983.

    Google Scholar 

  • Carbonell, J.G. & Hayes, P.J. "Robust Parsing Using Multiple Construction-Specific Strategies" in Natural Language Parsing Systems, L. Bolc (Editor), Springer-Verlag, 1987.

    Google Scholar 

  • Cullingford, R.E. Natural Language Processing: A Knowledge Engineering Approach, Rowman & Littlefield, New Jersey 1986.

    Google Scholar 

  • Dik, S.C "Linguistically Motivated Knowledge Representation" in Language and Artificial Intelligence, M.Nagao (Editor), Elsevier Science Publishers B.V. (North-Holland), 1987.

    Google Scholar 

  • Furnas, G.W. et al "The Vocabulary Problem in Human-System Communication" Communications of the ACM, 30, pp. 964–971, 1987.

    Google Scholar 

  • Granger, R.H. "FOUL-UP: A Program that Figures Out Meanings of Words from Context" IJCAI77, pp. 172–178.

    Google Scholar 

  • Guo, Cheng-ming "Interactive Vocabulary Acquisition in XTRA" IJCAI87, pp. 715–717.

    Google Scholar 

  • Hirst, G. "Semantic Interpretation and Ambiguity" Artificial Intelligence, 34, pp. 131–177, 1988.

    Google Scholar 

  • Hendrix, G.G. et al "Developing a Natural Language Interface to Complex Data" SRI Technical Note 152, 1977.

    Google Scholar 

  • Keller, R.M. "Defining Operationality for Explanation-Based Learning" AAAI87, pp. 482–487

    Google Scholar 

  • Lebowitz, M. "Memory-Based Parsing" Artificial Intelligence, 21, pp. 363–404, 1983.

    Google Scholar 

  • Lenat, D. et al "CYC: Using Commonsense Knowledge to Overcome Brittleness and Knowledge Acquisition Bottlenecks" The AI Magazine, Winter 1986, pp. 65–85.

    Google Scholar 

  • Litman, D. "Plan Recognition and Discourse Analysis: An Integrated Approach for Understanding Dialogues" PhD Thesis, University of Rochester, NY 1985.

    Google Scholar 

  • Mooney, R.J. "A General Explanation-Based Learning Mechanism and its Application to Narrative Understanding" University of Illinois at Urbana-Champaign Technical Report UILU-ENG-87-2269, 1988.

    Google Scholar 

  • Selfridge, M. "A Computer Model of Child Language Learning" Artificial Intelligence, 29, pp. 171–216, 1986.

    Google Scholar 

  • Wilks, Y. "A Preferential, Pattern-Seeking, Semantics for Natural Language Inference" Artificial Intelligence, 6, pp. 53–74, 1975.

    Google Scholar 

  • Winograd, T. Language as a Cognitive Process, Addison-Wesley 1983.

    Google Scholar 

  • Winograd, T. "A Language/Action Perspective on the Design of Cooperative Work" to appear in Human-Computer Interaction 1987

    Google Scholar 

  • Zernik, Uri "Learning Idioms — With and Without Explanation" IJCAI87, pp. 133–136, 1987.

    Google Scholar 

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Christopher J. Barter Michael J. Brooks

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© 1990 Springer-Verlag Berlin Heidelberg

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Jennings, A., Rowles, C.D. (1990). Capability based natural language understanding. In: Barter, C.J., Brooks, M.J. (eds) AI '88. AI 1988. Lecture Notes in Computer Science, vol 406. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-52062-7_93

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  • DOI: https://doi.org/10.1007/3-540-52062-7_93

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-52062-7

  • Online ISBN: 978-3-540-46875-2

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