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PersonaArena: Dynamic Simulation for Evaluating and Enhancing Persona-Level Role-Playing in Large Language Models

arXiv cs.AI · 2026-05-19 Cached

PersonaArena is a dynamic simulation framework that uses a large corpus of social content and a multi-agent debating judge to evaluate and improve LLMs' ability to maintain coherent and authentic persona-level role-playing in realistic social scenarios.

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