作者位次 #2/5ACL 2026Findings· Findings of ACL
S pec E dit: A Spectral Approach for Multi-Round Knowledge Editing
Junxian Liu · Zikun Deng · Xin Wu · Dazhen Deng · Yi Cai
摘要
Multi-round batch knowledge editing often suffers from performance degradation as edits accumulate. Focusing on the locate-then-edit paradigm, we analyze this phenomenon from a spectral perspective and identify a previously overlooked structural factor: the intrinsic knowledge of the model and hi...