PubMed Central
An open-access full-text database of biomedical and life sciences literature provided by the United States National Library of Medicine, offering high-density scientific text suitable as high-quality corpus material.
Timeline (last 90 days)
For high-quality open-source corpora, common options include: Common Crawl (extremely large but noisy, requiring your own cleaning and filtering), Wikipedia Dumps (clearly structured and with good multilingual coverage, suitable for extracting entity relationships), the open-access subsets of arXiv and PubMed Central (high-density text in scientific fields such as mathematics, physics, and biomedicine), and Project Gutenberg and the Perseus Digital Library (important sources of historical languages and classical literature).
The research team constructed a paired benchmark comprising 171 case reports from the PubMed Central open-access subset, including 40 sepsis cases and 131 GLP-1/diabetes cases.
All Facts (2)
For high-quality open-source corpora, common options include: Common Crawl (extremely large but noisy, requiring your own cleaning and filtering), Wikipedia Dumps (clearly structured and with good multilingual coverage, suitable for extracting entity relationships), the open-access subsets of arXiv and PubMed Central (high-density text in scientific fields such as mathematics, physics, and biomedicine), and Project Gutenberg and the Perseus Digital Library (important sources of historical languages and classical literature).
50%UnverifiedThe research team constructed a paired benchmark comprising 171 case reports from the PubMed Central open-access subset, including 40 sepsis cases and 131 GLP-1/diabetes cases.
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