{"url":"/dataset/cl-scisumm","name":"CL-SciSumm","full_name":null,"description_markdown":"","description_withheld":null,"homepage":"https://github.com/WING-NUS/scisumm-corpus","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[],"tasks":[{"name":"Text Summarization","url":"/task/text-summarization","datasets_with_task":"/datasets/task/text-summarization"},{"name":"Scientific Document Summarization","url":"/task/scientific-article-summarization","datasets_with_task":"/datasets/task/scientific-article-summarization"}],"languages":[],"variants":["CL-SciSumm"],"data_loaders":[{"repo":"https://github.com/WING-NUS/scisumm-corpus","url":"https://github.com/WING-NUS/scisumm-corpus","frameworks":[]}],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/scientific-article-summarization-on-cl","task":"Scientific Document Summarization","dataset_variant":"CL-SciSumm","rows":1,"metrics":["ROUGE-2"],"first_row_in_archive_order":{"model":"GCN Hybrid","paper":"/paper/scisummnet-a-large-annotated-dataset-and","metrics":{"ROUGE-2":"33.88"},"code_links":[{"title":"WING-NUS/scisumm-corpus","url":"https://github.com/WING-NUS/scisumm-corpus"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/text-summarization-on-cl-scisumm","task":"Text Summarization","dataset_variant":"CL-SciSumm","rows":1,"metrics":["ROUGE-2"],"first_row_in_archive_order":{"model":"GCN Hybrid","paper":"/paper/scisummnet-a-large-annotated-dataset-and","metrics":{"ROUGE-2":"33.88"},"code_links":[{"title":"WING-NUS/scisumm-corpus","url":"https://github.com/WING-NUS/scisumm-corpus"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/scisummnet-a-large-annotated-dataset-and","title":"ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks","date":"2019-09-04","rows_on_this_dataset":2,"code_links":1,"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."}