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Abducing temporal discourse

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 587))

Abstract

We focus on the following question: given the causal and temporal relations between events in a knowledge base, what are the ways they can be described in extended text? We argue that we want to be able to generate laconic text, where certain temporal information remains implicit but pragmatically inferrable. An algorithm for generating laconic text is proposed, interleaving abduction and nonmonotonic deduction over a formal model of pragmatic implicature. We demonstrate that the nonmonotonicity ensures that the generation of laconic text is influenced by the preceding linguistic and extra-linguistic context.

The support of the Science and Engineering Research Council through project number Gr/g22077 is gratefully acknowledged. Hcrc is supported by the Economic and Social Research Council. We thank Robert Dale, Masato Ishizaki and two anonymous reviewers for their helpful comments.

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References

  • Appelt, D. E. and Pollack, M. E.: Weighted Abduction for Plan Ascription. User Modeling and User-Adapted Interaction 1 (4) (1991)

    Google Scholar 

  • Asher, N. and Morreau, M.: Common Sense Entailment: A Modal Theory of Nonmonotonic Reasoning. Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney Australia, August (1991)

    Google Scholar 

  • Asher, N.: Reference to Abstract Objects in English: A Philosophical Semantics for Natural Language Metaphysics. Book manuscript submitted to Kluwer Academic Publishers (1991)

    Google Scholar 

  • Bach, E.: The algebra of events. Linguistics and Philosophy 9 (1986) 5–16

    Google Scholar 

  • Caenepeel, M.: Event Structure versus Discourse Coherence. Proceedings of the Workshop on Discourse Coherence. University of Edinburgh, April (1991)

    Google Scholar 

  • Charniak, E. and Goldman, R.: A Logic for Semantic Interpretation. Proceedings of the 26th Annual Meeting of the Association for Computational Linguistics, State University of New York at Buffalo N.Y., 7–10 June (1988) 87–94

    Google Scholar 

  • Charniak, E. and Golman, R.: Plan Recognition in Stories and in Life. Proceedings of the Uncertainty Workshop, International Joint Conference in Artificial Intelligence, Detroit USA (1989)

    Google Scholar 

  • Grice, H. P.: Logic and Conversation. In Cole, P. and Morgan, J. L. (eds.) Syntax and Semantics, Volume 3: Speech Acts 41–58. New York: Academic Press (1975)

    Google Scholar 

  • Hobbs, J. R.: Coherence and Coreference. Cognitive Science 3 (1979) 67–90.

    Google Scholar 

  • Hobbs, J. R.: On the Coherence and Structure of Discourse. Report No. CSLI-85-37, Center for the Study of Language and Information, October (1985)

    Google Scholar 

  • Hobbs, J. R., Stickel, M., Martin, P. and Edwards, D.: Interpretation as Abduction. Proceedings of the 26th Annual Meeting of the Association for Computational Linguistics, State University of New York at Buffalo, N.Y., 7–10 June (1988) 95–103

    Google Scholar 

  • Hobbs, J. R., Stickel, M., Appelt, D. and Martin, P.: Interpretation as Abduction. Technical Note No. 499, Artificial Intelligence Center, SRI International, Menlo Park, December (1990)

    Google Scholar 

  • Hovy, E. H.: Planning coherent multisentential text. Proceedings of the 26th Annual Meeting of the Association for Computational Linguistics. State University of New York at Buffalo, N.Y., 7–10 June (1988) 163–169

    Google Scholar 

  • Ishizaki, M. and Ishikawa, A.: Taking ‘Generation As Abduction’ Seriously. Submitted to COLING92.

    Google Scholar 

  • Joshi, A. K., Webber, B. L. and Weischedel, R. M.: Some Aspects of Default Reasoning in Interactive Discourse. LINC LAB 24 No. MS-CIS-86-27, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, April (1986)

    Google Scholar 

  • Kamp, H.: A theory of truth and semantic representation. In Groenendijk, J. A. G., Janssen, T. M. V. and Stokhof, M. B. J. (eds.) Formal Methods in the Study of Language 136 (1981) 277–322. Amsterdam: Mathematical Centre Tracts.

    Google Scholar 

  • Konolige, K.: Abduction vs. Closure in Causal Theories. Technical Note No. 505, Artificial Intelligence Center, SRI International, Menlo Park (1991)

    Google Scholar 

  • Lascarides, A. and Asher, N.: Discourse Relations and Defeasible Knowledge. Proceedings of the 29th Annual Meeting of Association for Computational Linguistics, Berkeley, Ca, June (1991a) 55–63

    Google Scholar 

  • Lascarides, A. and Asher, N.: Discourse Relations and Common Sense Entailment. Research Report Hcrc/Rp-16, Hcrc, University of Edinburgh, January (1991b)

    Google Scholar 

  • Lascarides, A., Asher, N. and Oberlander, J.: Inferring Discourse Relations in Context. Technical note (1992)

    Google Scholar 

  • Lascarides, A. and Oberlander, J.: Temporal Coherence and Defeasible Knowledge. Theoretical Linguistics 18 (1992)

    Google Scholar 

  • Mann, W. and Thompson, S.: Rhetorical Structure Theory: A theory of text organisation. Technical Report ISI/RS-87-190, USC/ISI, June (1987)

    Google Scholar 

  • Maybury, M.: Planning Multisentential English Text using Communicative Acts. PhD thesis, University of Cambridge (1991)

    Google Scholar 

  • Moens, M. and Steedman, M. J.: Temporal ontology and temporal reference. Computational Linguistics 14 (1988) 15–28

    Google Scholar 

  • Nakhimovsky, A.: Temporal Reasoning in Natural Language Understanding: the Temporal Structure of Narrative. Proceedings of the 3rd European Meeting of the Association for Computational Linguistics, Copenhagen (1987) 262–269

    Google Scholar 

  • Norvig, P. and Wilensky, R.: A Critical Evaluation of Commensurable Abduction Models for Semantic Interpretation. In Karlgren, H. (ed.) Proceedings of COLING90 (1990) 225–230

    Google Scholar 

  • Oberlander, J. and Lascarides, A.: Discourse Generation, Temporal Constraints, and Defeasible Reasoning. Paper presented at the AAAI Fall Symposium on Discourse Structure in Natural Language Understanding and Generation, Asilomar, Ca, November (1991)

    Google Scholar 

  • Obermeier, K.: Temporal Inferences in Medical Texts. Proceedings of the 23rd Annual Meeting of the Association for Computational Linguistics, University of Chicago, Chicago, Illinois, 8–12 July (1985) 9–17

    Google Scholar 

  • Polanyi, L.: A Theory of Discourse Structure and Discourse Coherence. In Eilfort, W. H., Kroeber, P. D. and Peterson, K. L. (eds.) Papers from the General Session at the 21st Regional Meeting of the Chicago Linguistics Society, Chicago, April (1985) 25–27

    Google Scholar 

  • Reichman-Adar, R.: Extended Person-Machine Interface. Artificial Intelligence 22 (1984) 157–218

    Google Scholar 

  • Scha, R. and Polanyi, L.: An augmented context free grammar. Proceedings of the 12th International Conference on Computational Linguistics and the 24th Annual Meeting of the Association for Computational Linguistics, Budapest Hungary, 22–27 August (1988) 573–577

    Google Scholar 

  • Selman, B. and Levesque, H. J.: Abductive and Default Reasoning: A Computational Core. Proceedings of the 8th National Conference on Artificial Intelligence, Boston (1990) 343–348

    Google Scholar 

  • Sibun, P.: Generating Text without Trees. Computational Intelligence: Special Issue on Natural Language Generation 8 (1992)

    Google Scholar 

  • Webber, B. L.: Structure and Ostension in the Interpretation of Discourse Deixis. Language and Cognitive Processes 6 (1991) 107–135

    Google Scholar 

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R. Dale E. Hovy D. Rösner O. Stock

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© 1992 Springer-Verlag Berlin Heidelberg

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Lascarides, A., Oberlander, J. (1992). Abducing temporal discourse. In: Dale, R., Hovy, E., Rösner, D., Stock, O. (eds) Aspects of Automated Natural Language Generation. IWNLG 1992. Lecture Notes in Computer Science, vol 587. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-55399-1_12

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  • DOI: https://doi.org/10.1007/3-540-55399-1_12

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-55399-1

  • Online ISBN: 978-3-540-47054-0

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