Scientific Summaries 22 million LLM generated structured summaries of scientific papers, enriched with OpenAlex scholarly metadata. Each paper has an 18 field structured summary covering methodology, key results, claims, limitations, and more. This public dataset includes full paper text for ~5.3 million papers where open access status has been confirmed either through OpenAlex metadata or because the paper originates from a permissively licensed source such as the arXiv preprint server, bioRxiv, medRxiv, or ChemRxiv. Note: The 22M count refers to paper summaries every paper has a complete structured summary regardless of whether the full text is included. Full text is shared only for papers with confirmed open access status. A private version with full text for all 22M papers is available for research collaborators. Overview Subset Summaries Full Texts Included Size Sources arxiv 3,322,974 ~3,322,974 (100%) ~140 GB arXiv preprints (all categories) bethgelab 334,706 334,706 (100%) 14 GB bioRxiv, medRxiv, ChemRxiv, PsyArXiv, EdRxiv, NeurIPS, MetaArXiv pubmed 1,732,185 ~270,000 (15.6%) 18 GB PubMed Central biomedical papers web papers 16,698,047 ~1,390,000 (8.3%) 160 GB S2ORC general…
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