Bingqing Liu

BetaEdit: Null-Space Constrained Sequential Model Editing

Null-space-based methods have garnered considerable attention in model editing by constraining updates to the null space of the pre-existing knowledge representation, thereby preserving the model's original behavior. However, in practice these methods rely on an approximate null space—leading to kno