Helmsman of the Masses? Evaluate the Opinion Leadership of Large Language Models in the Werewolf Game

Silin Du, Xiaowei Zhang

Large language models (LLMs) have exhibited memorable strategic behaviors in social deductive games. However, the significance of opinion leadership exhibited by LLM-based agents h…