作者位次 #3/4ACL 2026Findings· Findings of ACL
Continual Safety Alignment via Gradient-Based Sample Selection
Thong Bach · Dung Nguyen · Thao Minh Le · Truyen Tran
摘要
Large language models require continuous adaptation to new tasks while preserving safety alignment. However, fine-tuning on even benign data often compromises safety behaviors. We investigate which training samples cause alignment drift through a data-centric lens. Our experiments show samples co...