{"url":"/dataset/qmsum","name":"QMSum","full_name":null,"description_markdown":"**QMSum** is a new human-annotated benchmark for query-based multi-domain meeting summarisation task, which consists of 1,808 query-summary pairs over 232 meetings in multiple domains.","description_withheld":null,"homepage":"https://github.com/Yale-LILY/QMSum","introduced_date":"2021-04-13","introduced_date_note":null,"introduced_by":{"paper":"/paper/qmsum-a-new-benchmark-for-query-based-multi","title":"QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization","first_author":"Ming Zhong","url":null},"license":{"name":"Unknown","url":null},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Text Summarization","url":"/task/text-summarization","datasets_with_task":"/datasets/task/text-summarization"},{"name":"Meeting Summarization","url":"/task/meeting-summarization","datasets_with_task":"/datasets/task/meeting-summarization"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["QMSum"],"data_loaders":[{"repo":"https://github.com/Yale-LILY/QMSum","url":"https://github.com/Yale-LILY/QMSum","frameworks":[]}],"num_papers_in_archive":69,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/text-summarization-on-qmsum","task":"Text Summarization","dataset_variant":"QMSum","rows":1,"metrics":["ROUGE-1"],"first_row_in_archive_order":{"model":"BART-LS","paper":"/paper/adapting-pretrained-text-to-text-models-for","metrics":{"ROUGE-1":"37.9"},"code_links":[{"title":"facebookresearch/bart_ls","url":"https://github.com/facebookresearch/bart_ls"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/adapting-pretrained-text-to-text-models-for","title":"Adapting Pretrained Text-to-Text Models for Long Text Sequences","date":"2022-09-21","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"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."}