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Paper · arXiv

SCENE: Recognizing Social Norms and Sanctioning in Group Chats

Online group chats are social spaces with implicit behavior patterns that, when broken, are often met with social sanctioning from the group. The ability and willingness of LLM-based agents to recognize and adapt to these norms remains mostly unexplored. We introduce SCENE, a social-interaction benchmark focused on implicit norms and social sanctioning in multi-party chat. SCENE generates plausible non-roleplay scenarios with scripted personas that follow a hidden norm, create opportunities for the subject agent to violate it, and sanction breaches when they occur. We further propose behavioral evaluation metrics for two functional adaptation abilities: responsiveness to negative sanction...

AuthorsMateusz Jacniacki, Maksymilian Bilski
Primary categorycs.CL
Published8 May 2026
Last updated at source8 May 2026
cs.CL
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