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adapter training 1backdoor mitigation 1inoculation prompting 1large language models 1selective generalization 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.AI2026

Inoculation Adapters: Improved Selective Generalization of Capabilities with Fewer Surprising Backdoors

Maxime Riché, Daniel Tan, Vili Kohonen +1

The paper proposes inoculation adapters, a LoRA‑based method that trains on undesired traits and then discards the adapter to improve selective generalization of desired capabiliti…