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News/CRAFT: Forgetting-Aware Intervention-Based Adaptation for Continual Learning
arxiv
PublishedMay 11, 2026 at 4:00 AM

CRAFT: Forgetting-Aware Intervention-Based Adaptation for Continual Learning

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Publisher summary· verbatim

arXiv:2605.05732v2 Announce Type: replace-cross Abstract: Large language models (LLMs) can acquire new capabilities through fine-tuning, but continual adaptation often leads to catastrophic forgetting. We propose CRAFT, a continual learning framework that avoids updating model weights by instead lea

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