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20242026
most citedAnomaly Detection in Double-entry Bookkeeping Data by Federated Learning System with Non-model Sharing Approach

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cs.CL2026

FedAlphaEdit: Null-Space-Aligned Merging for Collaborative Knowledge Editing

Sota Sugawara, Yukihiko Okada

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-co…