AIBullisharXiv – CS AI · 10h ago6/10
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Constraining Sequential Model Editing with Editing Anchor Compression
Researchers propose Editing Anchor Compression (EAC), a framework that addresses degradation of large language models' general abilities during sequential knowledge editing. By constraining parameter matrix deviations through selective anchor compression, EAC preserves over 70% of model performance while maintaining edited knowledge, advancing the practical viability of model editing as an alternative to expensive retraining.