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knowledge distillation 1large language models 1model alignment 1plug-and-play adaptation 1safety 1

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most citedDecoupled Alignment for Robust Plug-and-Play Adaptation

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cs.CL2026★ 1 cited

Decoupled Alignment for Robust Plug-and-Play Adaptation

Haozheng Luo, Jiahao Yu, Wenxin Zhang +9

The paper proposes a training-free, plug-and-play method that uses knowledge distillation and model fusion to correct misaligned (shadow-aligned) large language models, improving s…