KLOD: Locality-Preserving Knowledge Editing via Non-Target Distribution Preservation

Hojun Jeong, Gyunyeop Kim, Sangwoo Kang

Fine-tuning-based knowledge editing is simple and architecture-agnostic, but standard cross-entropy increases the edited target probability without explicitly constraining changes…