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# Task-name | |
### Paper | |
Title: `Know What You Don’t Know: Unanswerable Questions for SQuAD` | |
Abstract: https://arxiv.org/abs/1806.03822 | |
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. | |
Homepage: https://rajpurkar.github.io/SQuAD-explorer/ | |
### Citation | |
``` | |
@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} | |
} | |
``` | |
### Groups and Tasks | |
#### Groups | |
* Not part of a group yet | |
#### Tasks | |
* `squadv2`: `Default squadv2 task` | |
### Checklist | |
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? | |
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? | |