| # 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? | |