{"url":"/dataset/debatesum","name":"DebateSum","full_name":null,"description_markdown":"**DebateSum** consists of 187328 debate documents, arguments (also can be thought of as abstractive summaries, or queries), word-level extractive summaries, citations, and associated metadata organized by topic-year. This data is ready for analysis by NLP systems.\r\n\r\nSource: [https://github.com/Hellisotherpeople/DebateSum](https://github.com/Hellisotherpeople/DebateSum)","description_withheld":null,"homepage":"https://github.com/Hellisotherpeople/DebateSum","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/debatesum-a-large-scale-argument-mining-and","title":"DebateSum: A large-scale argument mining and summarization dataset","first_author":"Allen Roush","url":null},"license":{"name":"MIT","url":null},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Argument Mining","url":"/task/argument-mining","datasets_with_task":"/datasets/task/argument-mining"},{"name":"Extractive Text Summarization","url":"/task/extractive-document-summarization","datasets_with_task":"/datasets/task/extractive-document-summarization"},{"name":"Query-Based Extractive Summarization","url":"/task/query-based-extractive-summarization","datasets_with_task":"/datasets/task/query-based-extractive-summarization"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["DebateSum"],"data_loaders":[{"repo":"https://github.com/Hellisotherpeople/DebateSum","url":"https://github.com/Hellisotherpeople/DebateSum","frameworks":[]}],"num_papers_in_archive":6,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/extractive-document-summarization-on","task":"Extractive Text Summarization","dataset_variant":"DebateSum","rows":3,"metrics":["ROUGE-L"],"first_row_in_archive_order":{"model":"Longformer-Base","paper":"/paper/debatesum-a-large-scale-argument-mining-and","metrics":{"ROUGE-L":"57.21"},"code_links":[{"title":"Hellisotherpeople/DebateSum","url":"https://github.com/Hellisotherpeople/DebateSum"},{"title":"arvind-balaji/debate-cards","url":"https://github.com/arvind-balaji/debate-cards"},{"title":"Hellisotherpeople/debate2vec","url":"https://github.com/Hellisotherpeople/debate2vec"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/debatesum-a-large-scale-argument-mining-and","title":"DebateSum: A large-scale argument mining and summarization dataset","date":"2020-11-14","rows_on_this_dataset":3,"code_links":3,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":1,"samples_ran":1,"samples_unverified":0,"pointer_only_for_licence":1,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":1,"samples_harvested":1,"samples_ran":1,"samples_unverified":0,"pointer_only_for_licence":1,"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."}