SCAN: Sparse Circuit Anchor Interpretable Neuron for Lifelong Knowledge Editing

Yuhuan Liu, Haitian Zhong, Xinyuan Xia +3

Large Language Models (LLMs) often suffer from catastrophic forgetting and collapse during sequential knowledge editing. This vulnerability stems from the prevailing dense editing…