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Task Context Shapes Component Roles in Language Models

Mohapatra, Sovesh et al.
arXiv (All) · Papers
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computation-and-language
Large language models reuse the same attention heads across tasks, but identifying these shared heads does not explain what they do differently in each task. A natural source of inspiration is task-dependent interactions among shared brain regions, which motivate a network view of language-model com
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