ENTITY Lake & Baroni

Lake & Baroni

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TOOL · CL_166319 · Jul 27 · 16:16

AI evaluation: Use out-of-distribution test sets for generalized tasks

A recent discussion on LessWrong proposes a novel approach to evaluating AI models by using out-of-distribution (OOD) test datasets. The standard machine learning pipeline relies on test sets drawn from the same distrib…