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Free-flow dialog management using forms - Speech at CMU

Free-flow dialog management using forms - Speech at CMU 2025

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The document presents a form-based framework for a task-oriented, mixed-initiative dialog manager designed to facilitate user interactions by dynamically determining the best form corresponding to the user's intentions. It addresses common challenges in dialog management, such as querying for missing information, clarifying ambiguities, and confirming critical tasks. The framework allows users to engage with any task at any time while maintaining flexibility between machine-initiative and free-flow modes. The architecture includes forms that represent specific tasks, each containing slots for required information and associated messages for user interaction and backend communication.

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