{"url":"/dataset/semantic-scholar","name":"Semantic Scholar","full_name":"Semantic Scholar","description_markdown":"The **Semantic Scholar** corpus (S2) is composed of titles from scientific papers published in machine learning conferences and journals from 1985 to 2017, split by year (33 timesteps).\r\n\r\nSource: [Learning Dynamic Author Representations with Temporal Language Models](https://arxiv.org/abs/1909.04985)\r\nImage Source: [http://s2-public-api-prod.us-west-2.elasticbeanstalk.com/corpus/] (http://s2-public-api-prod.us-west-2.elasticbeanstalk.com/corpus/)","description_withheld":null,"homepage":"https://allenai.org/data/open-research-corpus","introduced_date":"2018-01-01","introduced_date_note":null,"introduced_by":{"paper":"/paper/construction-of-the-literature-graph-in","title":"Construction of the Literature Graph in Semantic Scholar","first_author":"Waleed Ammar","url":null},"license":{"name":"ODC-BY","url":"https://opendatacommons.org/licenses/by/1.0/"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Question Answering","url":"/task/question-answering","datasets_with_task":"/datasets/task/question-answering"},{"name":"Language Modelling","url":"/task/language-modelling","datasets_with_task":"/datasets/task/language-modelling"},{"name":"Knowledge Graphs","url":"/task/knowledge-graphs","datasets_with_task":"/datasets/task/knowledge-graphs"}],"languages":[],"variants":["Semantic Scholar"],"data_loaders":[],"num_papers_in_archive":75,"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."}