Formal models of dialogue for dynamic conversational AI
Formal models of dialogue define rules for dialectical exchanges based on what types of dialogue act can follow another – e.g. “answer” must follow “question”.
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Summary
Exploiting structures from these models can provide richer and more dynamic Conversational AI. For instance, choosing responses based on dialogue history, detecting user intent, and using strategies to select appropriate dialogue acts towards successful conversational outcomes. While recent work has advanced the state-of-the-art in this area, more remains to be done.
The aim of this project is to further develop connections between dialogue and conversation towards a framework for Conversational AI, underpinned by formal models of dialogue.
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