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arXiv cs.AI·

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

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In three linesPersonaArena is a dynamic simulation framework for evaluating and improving persona-level role-playing in LLMs. It leverages a filtered corpus of user-generated social content, constructs a nuanced persona bank, and simulates multi-turn interactions in social environments. A multi-agent debating judge provides holistic and unbiased assessment.
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