{"url":"/dataset/qampari","name":"QAMPARI","full_name":null,"description_markdown":"**QAMPARI** is an ODQA benchmark, where question answers are lists of entities, spread across many paragraphs. It was created by (a) generating questions with multiple answers from Wikipedia's knowledge graph and tables, (b) automatically pairing answers with supporting evidence in Wikipedia paragraphs, and (c) manually paraphrasing questions and validating each answer.\r\n\r\nSource: [QAMPARI: : An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs](https://paperswithcode.com/paper/qampari-an-open-domain-question-answering)\r\n\r\nImage Source: [https://arxiv.org/pdf/2205.12665v2.pdf](https://arxiv.org/pdf/2205.12665v2.pdf)","description_withheld":null,"homepage":"https://samsam3232.github.io/qampari/","introduced_date":"2022-05-25","introduced_date_note":null,"introduced_by":{"paper":"/paper/qampari-an-open-domain-question-answering","title":"QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs","first_author":"Samuel Joseph Amouyal","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":"Retrieval","url":"/task/retrieval","datasets_with_task":"/datasets/task/retrieval"},{"name":"Passage Retrieval","url":"/task/passage-retrieval","datasets_with_task":"/datasets/task/passage-retrieval"},{"name":"Open-Domain Question Answering","url":"/task/open-domain-question-answering","datasets_with_task":"/datasets/task/open-domain-question-answering"},{"name":"Answer Generation","url":"/task/answer-generation","datasets_with_task":"/datasets/task/answer-generation"},{"name":"Natural Questions","url":"/task/natural-questions","datasets_with_task":"/datasets/task/natural-questions"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["QAMPARI"],"data_loaders":[],"num_papers_in_archive":19,"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."}