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Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks

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Natural language understanding (NLU) has made massive progress driven by large benchmarks, but benchmarks often leave a long tail of infrequent phenomena underrepresented. We reflect on the question: Have transfer learning methods sufficiently addressed the po... ...