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# Task-name | ||
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### Paper | ||
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Title: `Know What You Don’t Know: Unanswerable Questions for SQuAD` | ||
Abstract: https://arxiv.org/abs/1806.03822 | ||
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Stanford Question Answering Dataset (SQuAD) is a reading comprehension dataset, | ||
consisting of questions posed by crowdworkers on a set of Wikipedia articles, | ||
where the answer to every question is a segment of text, or span, from the | ||
corresponding reading passage, or the question might be unanswerable. | ||
SQuAD2.0 combines the 100,000 questions in SQuAD1.1 with over 50,000 unanswerable | ||
questions written adversarially by crowdworkers to look similar to answerable ones. | ||
To do well on SQuAD2.0, systems must not only answer questions when possible, but | ||
also determine when no answer is supported by the paragraph and abstain from answering. | ||
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Homepage: https://rajpurkar.github.io/SQuAD-explorer/ | ||
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### Citation | ||
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``` | ||
@misc{rajpurkar2018know, | ||
title={Know What You Don't Know: Unanswerable Questions for SQuAD}, | ||
author={Pranav Rajpurkar and Robin Jia and Percy Liang}, | ||
year={2018}, | ||
eprint={1806.03822}, | ||
archivePrefix={arXiv}, | ||
primaryClass={cs.CL} | ||
} | ||
``` | ||
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### Groups and Tasks | ||
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#### Groups | ||
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* Not part of a group yet | ||
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#### Tasks | ||
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* `squadv2`: `Default squadv2 task` | ||
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### Checklist | ||
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For adding novel benchmarks/datasets to the library: | ||
* [ ] Is the task an existing benchmark in the literature? | ||
* [ ] Have you referenced the original paper that introduced the task? | ||
* [ ] If yes, does the original paper provide a reference implementation? If so, have you checked against the reference implementation and documented how to run such a test? | ||
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If other tasks on this dataset are already supported: | ||
* [ ] Is the "Main" variant of this task clearly denoted? | ||
* [ ] Have you provided a short sentence in a README on what each new variant adds / evaluates? | ||
* [ ] Have you noted which, if any, published evaluation setups are matched by this variant? |
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