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University of Sheffield, Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China
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Stop trusting LLM-as-a-judge for persona simulation: Eval4Sim offers a grounded alternative by benchmarking against human conversational patterns across adherence, consistency and naturalness.