BetaEdit improves sequential editing of LLMs by addressing leakage in null-space methods through controlled updates and history-aware integration, outperforming prior approaches on large-scale edit sequences.
Model editing harms general abilities of large lan- guage models: Regularization to the rescue
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BetaEdit: Null-Space Constrained Sequential Model Editing
BetaEdit improves sequential editing of LLMs by addressing leakage in null-space methods through controlled updates and history-aware integration, outperforming prior approaches on large-scale edit sequences.