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Selective Knowledge Edit Reversal via Gated Singular Vector Shrinkage

This story is from 2026-09-03. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.02091v1 Announce Type: new Abstract: Knowledge editing provides an efficient way to update factual knowledge in large language models. However, malicious edits may introduce safety risks, making it necessary to reverse undesirable editing effects. Existing reversal methods for parameter-…

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  1. 2026-09-03 04:00 · arXiv cs.CL
    Selective Knowledge Edit Reversal via Gated Singular Vector Shrinkage

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