2025
ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents
ACL 2025long
Dialogue agents powered by Large Language Models (LLMs) show superior performance in various tasks. Despite the better user understanding and human-like responses, their **lack of controllability** remains a key challenge, often leading to unfocused conversations or task failure. To address this, we…