most citedOne for All: A General Framework of LLMs-based Multi-Criteria Decision Making on Human Expert Level

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cs.CL2025

A General Highly Accurate Online Planning Method Integrating Large Language Models into Nested Rollout Policy Adaptation for Dialogue Tasks

Hui Wang, Fafa Zhang, Xiaoyu Zhang +1

In goal-oriented dialogue tasks, the main challenge is to steer the interaction towards a given goal within a limited number of turns. Existing approaches either rely on elaborate…