Proxy rankings of pretraining datasets by learned structure can reverse the actual OOD accuracy rankings in a synthetic sequence modeling task.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing , year=
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A Controlled Counterexample to Strong Proxy-Based Explanations of OOD Performance: in a Fixed Pretraining-and-Probing Setup
Proxy rankings of pretraining datasets by learned structure can reverse the actual OOD accuracy rankings in a synthetic sequence modeling task.