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laion/Scientific-Summaries

Summarization · laion· 88.8K
cc-by-4.0 2.0 TB

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 origina

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Dataset details

Task
Summarization
Language
en
License
cc-by-4.0
Size
2.0 TB
Rows / images
22.1M
Creator
laion
Downloads
88.8K
Source
huggingface_datasets
Updated
2026-05-21

About laion/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.