Classical planning and causal implicatures

Patrick Rowan Blackburn, Luciana Benotti

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

    Abstract

    In this paper we motivate and describe a dialogue manager (called Frolog) which uses classical planning to infer causal implicatures. A causal implicature is a type of Gricean relation implicature, a highly context dependent form of inference. As we shall see, causal implicatures are important for understanding the structure of task-oriented dialogues. Such dialogues locate conversational acts in contexts containing both pending tasks and the acts which bring them about. The ability to infer causal implicatures lets us interleave decisions about "how to sequence actions" with decisions about "when to generate clarification requests"; as a result we can model task-oriented dialogue as an interactive process locally structured by negotiation of the underlying task. We give several examples of Frolog-human dialog, discuss the limitations imposed by the classical planning paradigm, and indicate the potential relevance of our work for other relation implicatures
    Original languageEnglish
    Title of host publicationModeling and Using Context. CONTEXT 2011
    EditorsM. Beigl, H. Christiansen, T.R. Roth-Berghofer, A. Kofod-Petersen, K.R. Coventry, H.R. Schmidtke
    Number of pages14
    Place of PublicationHeidelberg
    PublisherSpringer
    Publication date2011
    ISBN (Print)978-3-642-24278-6
    DOIs
    Publication statusPublished - 2011
    Event7th International and Interdisciplinary Conference on Modeling and Using Context - Karlsruhe, Germany
    Duration: 26 Sep 201130 Sep 2011
    Conference number: 86822
    http://context-11.teco.edu/

    Conference

    Conference7th International and Interdisciplinary Conference on Modeling and Using Context
    Number86822
    CountryGermany
    CityKarlsruhe
    Period26/09/201130/09/2011
    Internet address
    SeriesLecture Notes in Computer Science
    Volume6967
    ISSN0302-9743

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