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HeadEdit: Calibrating Language Model Behavior Through the Frozen Unembedding Matrix

He, Zirui et al.
arXiv (All) · Papers
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Alignment does not eliminate behavioral errors in language models. Models may still refuse benign requests, call unnecessary tools, or yield to false user claims. Current methods mitigate such errors as a computation problem, and rarely explore if the desired behavior is already encoded in the model
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