Web: http://arxiv.org/abs/2112.08608

May 12, 2022, 1:11 a.m. | Richard Yuanzhe Pang, Alicia Parrish, Nitish Joshi, Nikita Nangia, Jason Phang, Angelica Chen, Vishakh Padmakumar, Johnny Ma, Jana Thompson, He He, Sa

cs.CL updates on arXiv.org arxiv.org

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 length of about 5,000 tokens, much longer than
typical current models can process. Unlike in prior work with passages, our
questions are written and validated by contributors who have read the entire
passage, rather than relying on summaries or excerpts. In addition, only half
of the questions are answerable by annotators working under tight time …

arxiv question answering

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