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A Large Training-Dev Gap Indicates Data Mismatch

A classifier has nearly the same error on the training set and a training-dev set, and both errors are close to expert-level performance. However, its error on the ordinary dev set is much worse. The main problem is data ____ .

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Updated 2026-08-12

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