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)
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)
Asher, N.: Reference to Abstract Objects in English: A Philosophical Semantics for Natural Language Metaphysics. Book manuscript submitted to Kluwer Academic Publishers (1991)
Bach, E.: The algebra of events. Linguistics and Philosophy 9 (1986) 5–16
Caenepeel, M.: Event Structure versus Discourse Coherence. Proceedings of the Workshop on Discourse Coherence. University of Edinburgh, April (1991)
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
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)
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)
Hobbs, J. R.: Coherence and Coreference. Cognitive Science 3 (1979) 67–90.
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)
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
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)
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
Ishizaki, M. and Ishikawa, A.: Taking ‘Generation As Abduction’ Seriously. Submitted to COLING92.
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)
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.
Konolige, K.: Abduction vs. Closure in Causal Theories. Technical Note No. 505, Artificial Intelligence Center, SRI International, Menlo Park (1991)
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
Lascarides, A. and Asher, N.: Discourse Relations and Common Sense Entailment. Research Report Hcrc/Rp-16, Hcrc, University of Edinburgh, January (1991b)
Lascarides, A., Asher, N. and Oberlander, J.: Inferring Discourse Relations in Context. Technical note (1992)
Lascarides, A. and Oberlander, J.: Temporal Coherence and Defeasible Knowledge. Theoretical Linguistics 18 (1992)
Mann, W. and Thompson, S.: Rhetorical Structure Theory: A theory of text organisation. Technical Report ISI/RS-87-190, USC/ISI, June (1987)
Maybury, M.: Planning Multisentential English Text using Communicative Acts. PhD thesis, University of Cambridge (1991)
Moens, M. and Steedman, M. J.: Temporal ontology and temporal reference. Computational Linguistics 14 (1988) 15–28
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
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
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)
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
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
Reichman-Adar, R.: Extended Person-Machine Interface. Artificial Intelligence 22 (1984) 157–218
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
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
Sibun, P.: Generating Text without Trees. Computational Intelligence: Special Issue on Natural Language Generation 8 (1992)
Webber, B. L.: Structure and Ostension in the Interpretation of Discourse Deixis. Language and Cognitive Processes 6 (1991) 107–135
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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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