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Legible Failures: Detecting and Repairing In-Context Binding Errors

Ravulapalli, Manas Venkata Sai et al.
arXiv (All) · Papers
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A wrong answer does not show whether the model lacked the needed information or held it and failed to use it. On an entity-obligation binding task, a language model can emit an incorrect prompt-supplied binding while a linear probe can recover the correct one from its frozen hidden state. We measure
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