Hai-Jun Geng

Recoverability-Controlled Safety Miscalibration in Large Language Models

Safety-aligned language models are expected to refuse harmful requests while remaining useful for benign ones. However, because many evaluations score only the final response, they often conflate intent understanding with response-level safety behavior. To address this, we introduce RiskCueBench, a recoverability-contr...