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cs.CL2021★ 10 cited
QuALITY: Question Answering with Long Input Texts, Yes!
Richard Yuanzhe Pang, Alicia Parrish, Nitish Joshi +8
To enable building and testing models on long-document comprehension, we introduce QuALITY, a multiple-choice QA dataset with context passages in English that have an average lengt…
cs.CL2021★ 1 cited
An Investigation of the (In)effectiveness of Counterfactually Augmented Data
Nitish Joshi, He He
While pretrained language models achieve excellent performance on natural language understanding benchmarks, they tend to rely on spurious correlations and generalize poorly to out…