UDP, a user-tailored dialogue policy planner with a diffusion-based persona portrayer and a Brownian Bridge feedback anticipator, outperforms existing planners on simulated persuasion and emotional-support tasks.
Le, and Lizi Liao
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Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning
UDP, a user-tailored dialogue policy planner with a diffusion-based persona portrayer and a Brownian Bridge feedback anticipator, outperforms existing planners on simulated persuasion and emotional-support tasks.