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A Plan-Based Model for Response Generation in Collaborative Task-Oriented Dialogues

1994/05/05 by Jennifer Chu‐Carroll, Jennifer Chu-Carroll, Chu-Carroll, Jennifer +2
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Software Engineering Techniques and Practices #Speech and dialogue systems #cmp-lg #cs.CL

paper · pdf · doi:10.48550/arxiv.cmp-lg/9405011

8 pages, to appear in the Proceedings of AAAI-94. LaTeX source file, requires aaai.sty and epsf.tex. Figures included in separate files

openalex publication_date 1994/05/05 · arxiv created 1994/05/06 · arxiv updated 2009/11/30 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

This paper presents a plan-based architecture for response generation in collaborative consultation dialogues, with emphasis on cases in which the system (consultant) and user (executing agent) disagree. Our work contributes to an overall system for collaborative problem-solving by providing a plan-based framework that captures the \em Propose-Evaluate-Modify cycle of collaboration, and by allowing the system to initiate subdialogues to negotiate proposed additions to the shared plan and to provide support for its claims. In addition, our system handles in a unified manner the negotiation of proposed domain actions, proposed problem-solving actions, and beliefs proposed by discourse actions. Furthermore, it captures cooperative responses within the collaborative framework and accounts for why questions are sometimes never answered.

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