{"url":"/dataset/citesum","name":"CiteSum","full_name":null,"description_markdown":"CiteSum is a large-scale scientific extreme summarization benchmark.","description_withheld":null,"homepage":"https://github.com/morningmoni/CiteSum","introduced_date":"2022-05-12","introduced_date_note":null,"introduced_by":{"paper":"/paper/citesum-citation-text-guided-scientific","title":"CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision","first_author":"Yuning Mao","url":null},"license":null,"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Extreme Summarization","url":"/task/extreme-summarization","datasets_with_task":"/datasets/task/extreme-summarization"}],"languages":[],"variants":["CiteSum"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/yuningm/citesum","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/nbroad/citesum","frameworks":["tf","pytorch","jax"]}],"num_papers_in_archive":4,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/extreme-summarization-on-citesum","task":"Extreme Summarization","dataset_variant":"CiteSum","rows":9,"metrics":["ROUGE-1","ROUGE-2","ROUGE-L"],"first_row_in_archive_order":{"model":"EXT-ORACLE","paper":"/paper/citesum-citation-text-guided-scientific","metrics":{"ROUGE-1":"44.17","ROUGE-2":"27.22","ROUGE-L":"38.32"},"code_links":[{"title":"morningmoni/citesum","url":"https://github.com/morningmoni/citesum"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/citesum-citation-text-guided-scientific","title":"CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision","date":"2022-05-12","rows_on_this_dataset":9,"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."}