AIBullisharXiv – CS AI · 9h ago7/10
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ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents
ChatSOP introduces a novel framework combining Standard Operating Procedures with Monte Carlo Tree Search to improve controllability of LLM-based dialogue agents. The research demonstrates 27.95% improvement in action accuracy over GPT-3.5 baselines through SOP-guided planning and a curated multi-scenario dialogue dataset.
🧠 GPT-4