Modelling Variations in Goal-directed Dialogue

Jean Carletta

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This research investigates human dialogue variations by having simulated agents converse about a simple map navigation task using a computational theory of human dialogue strategies. The theory to be tested is that agents have a variety of strategies which they use in goM-directed dialogue for deciding what information to include, how to present it, how to construct references, and how to handle interactions. Agents choose strategies for each of these a.speets of the dialogue depending on the complexity of the current task, responses from the partner, and the task's importance; in general, agents try to minimize the collaborative effort spent on the task but still complete it satisfactorily. The software allows simulated agents to be constructed using any combination of strategies, showing how the strategies interact and allowing the decisions made in human dialogues about the same task to be modelled. Currently, the system works on a subset of the strategies found in Shadbolt [6], but a corpus of human dialogues is being studied to construct, an improved theory of dialogue strategies, and these strategies will be incorporated into later versions of the system.
Original languageEnglish
Title of host publicationProceedings of the 13th Conference on Computational Linguistics - Volume 3
Place of PublicationStroudsburg, PA, USA
PublisherAssociation for Computational Linguistics
Pages324-326
Number of pages3
ISBN (Print)952-90-2028-7
DOIs
Publication statusPublished - 1990
Event13th International Conference on Computational Linguistics (COLING) 1990 - Helsinki, Finland
Duration: 20 Aug 199025 Aug 1990

Publication series

NameCOLING '90
PublisherAssociation for Computational Linguistics

Conference

Conference13th International Conference on Computational Linguistics (COLING) 1990
CountryFinland
CityHelsinki
Period20/08/9025/08/90

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