{"url":"/dataset/peerread","name":"PeerRead","full_name":null,"description_markdown":"PearRead is a dataset of scientific peer reviews. The dataset consists of over 14K paper drafts and the corresponding accept/reject decisions in top-tier venues including ACL, NIPS and ICLR, as well as over 10K textual peer reviews written by experts for a subset of the papers.\r\n\r\nSource: [https://github.com/allenai/PeerRead](https://github.com/allenai/PeerRead)","description_withheld":null,"homepage":"https://github.com/allenai/PeerRead","introduced_date":"2018-01-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/a-dataset-of-peer-reviews-peerread-collection","title":"A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications","first_author":"Dongyeop Kang","url":null},"license":null,"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Text Classification","url":"/task/text-classification","datasets_with_task":"/datasets/task/text-classification"},{"name":"Language Modelling","url":"/task/language-modelling","datasets_with_task":"/datasets/task/language-modelling"},{"name":"Decision Making","url":"/task/decision-making","datasets_with_task":"/datasets/task/decision-making"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["PeerRead"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/allenai/peer_read","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/peer_read","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/allenai/PeerRead","url":"https://github.com/allenai/PeerRead","frameworks":[]}],"num_papers_in_archive":42,"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."}