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evaluation benchmark 1large language models 1multi-turn dialogue 1role-playing agents 1user simulation 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.CL2026

Beyond Borrowed Histories: Person-Aligned User Simulation for Interactive Role-Playing Evaluation

Yuhang Zhu, Mingxuan Du, Benfeng Xu +3

The paper presents PALATE, a benchmark that uses per‑user simulated agents to evaluate role‑playing language models through free‑form, multi‑turn conversations and personalized sat…