FedAlphaEdit: Null-Space-Aligned Merging for Collaborative Knowledge Editing
arXiv:2610.11033v1 Announce Type: new Abstract: Multiple institutions may each hold their own private knowledge edits and wish to integrate them into a single large language model without sharing raw edit requests. Null-space-constrained editing methods such as AlphaEdit mathematically guarantee th…
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- 2026-10-09 04:00 · arXiv cs.CL
FedAlphaEdit: Null-Space-Aligned Merging for Collaborative Knowledge Editing