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TurnFlow: Benchmarking User-State Reasoning in Multi-Turn LLM Agents via Scene-Guided User Simulation

arXiv – CS AI|Zhixun Chen, Ming Li, Anjie Liu, Xiaoyuan Zhang, Quanyu Dai, Huangxun Chen|November 10, 2026 at 05:00 AM

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