Werewolf Arena: A Case Study in LLM Evaluation via Social Deduction

Suma Bailis, Jane Friedhoff, Feiyang Chen

This paper introduces Werewolf Arena, a novel framework for evaluating large language models (LLMs) through the lens of the classic social deduction game, Werewolf. In Werewolf Are…