{"url":"/dataset/wiqa","name":"WIQA","full_name":"What-If Question Answering","description_markdown":"The WIQA dataset V1 has 39705 questions containing a perturbation and a possible effect in the context of a paragraph. The dataset is split into 29808 train questions, 6894 dev questions and 3003 test questions.\r\n\r\nSource: [Allen Institute for AI](https://allenai.org/data/wiqa)","description_withheld":null,"homepage":"https://allenai.org/data/wiqa","introduced_date":"2019-09-10","introduced_date_note":null,"introduced_by":{"paper":"/paper/wiqa-a-dataset-for-what-if-reasoning-over","title":"WIQA: A dataset for \"What if...\" reasoning over procedural text","first_author":"Niket Tandon","url":null},"license":null,"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Question Answering","url":"/task/question-answering","datasets_with_task":"/datasets/task/question-answering"},{"name":"Text Generation","url":"/task/text-generation","datasets_with_task":"/datasets/task/text-generation"},{"name":"Text Infilling","url":"/task/text-infilling","datasets_with_task":"/datasets/task/text-infilling"}],"languages":[],"variants":["WIQA"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/allenai/wiqa","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/wiqa","frameworks":["tf","pytorch","jax"]}],"num_papers_in_archive":21,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}