{"url":"/dataset/scitldr","name":"SciTLDR","full_name":null,"description_markdown":"A new multi-target dataset of 5.4K TLDRs over 3.2K papers. SciTLDR contains both author-written and expert-derived TLDRs, where the latter are collected using a novel annotation protocol that produces high-quality summaries while minimizing annotation burden. \r\n\r\nSource: [TLDR: Extreme Summarization of Scientific Documents](/paper/tldr-extreme-summarization-of-scientific)","description_withheld":null,"homepage":"https://github.com/allenai/scitldr","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/tldr-extreme-summarization-of-scientific","title":"TLDR: Extreme Summarization of Scientific Documents","first_author":"Isabel Cachola","url":null},"license":null,"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Abstractive Text Summarization","url":"/task/abstractive-text-summarization","datasets_with_task":"/datasets/task/abstractive-text-summarization"},{"name":"Extreme Summarization","url":"/task/extreme-summarization","datasets_with_task":"/datasets/task/extreme-summarization"}],"languages":[],"variants":["SciTLDR"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/scillm/SciTLDR","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/allenai/scitldr","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/scitldr","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/allenai/scitldr","url":"https://github.com/allenai/scitldr","frameworks":[]}],"num_papers_in_archive":13,"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."}