ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents 事件

ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents arXiv:2407.03884v4 Announce Type: replace Abstract: 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 introduce Standard Operating Procedure (SOP) to regulate dialo