DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs

@inproceedings{Dua2019DROPAR,
  title={DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs},
  author={Dheeru Dua and Yizhong Wang and Pradeep Dasigi and Gabriel Stanovsky and Sameer Singh and Matt Gardner},
  booktitle={NAACL-HLT},
  year={2019}
}

• Dheeru Dua, Yizhong Wang, +3 authors Matt Gardner
• Published in NAACL-HLT 2019

Reading comprehension has recently seen rapid progress, with systems matching humans on the most popular datasets for the task. However, a large body of work has highlighted the brittleness of these systems, showing that there is much work left to be done. We introduce a new English reading comprehension benchmark, DROP, which requires Discrete Reasoning Over the content of Paragraphs. In this crowdsourced, adversarially-created, 96k-question benchmark, a system must resolve references in a… CONTINUE READING

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