Revisiting Ripple Effects in Knowledge Editing through Pressure-Aware Joint Neighborhood Optimization.

arXiv:2606.01610v2 Announce Type: replace Abstract: Single-edit updates in large language models can trigger ripple effects across local knowledge neighborhoods: desirable propagation to related facts and unintended perturbation of preserved ones. Existing met