SCOPE: Sequential Conformal Probing for Reliable OOD Rejection in LLM Services

Zhuoyun Li, Boxuan Wang, Changshun Wu +2

Rejecting inputs outside the defined in-distribution (IND) service scope is critical for large language model (LLM) services, where unsupported requests should be filtered before f…