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News/More Edits, More Stable: Understanding the Lifelong Normalization in Sequential Model Editing
arxiv
PublishedJuly 22, 2026 at 4:00 AM

More Edits, More Stable: Understanding the Lifelong Normalization in Sequential Model Editing

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arXiv:2605.11836v2 Announce Type: replace-cross Abstract: Lifelong Model Editing aims to continuously update evolving facts in Large Language Models while preserving unrelated knowledge and general capabilities, yet it remains plagued by catastrophic forgetting and model collapse. Empirically, we fi

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