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allenai/s2orc resource

S2ORC: The Semantic Scholar Open Research Corpus: https://www.aclweb.org/anthology/2020.acl-main.447/ observed · 2026-08-28

github.com/allenai/s2orc · Python observed · 2026-08-28

Health v2 · maintenance only

32/100

  • Activity 0
  • Release rhythm 35
  • Longevity 100

Flags: no_releases no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 2494
  • days_rel: n/a
  • days_push: 859
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1082 stars · 79 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

S2ORC is a large-scale open corpus of over 136 million scientific paper records with full text for roughly 12 million papers, built for NLP and text mining research. It is now distributed as a continuously updated bulk dataset via the Semantic Scholar Public API, with tooling like s2orc-doc2 for parsing PDFs and LaTeX into JSON.

Use cases

  • train language models on scientific full text
  • mine citations and citation contexts from research papers
  • build search or recommendation systems over scholarly literature
  • extract structured text from PDFs and LaTeX sources
  • run NLP experiments on academic corpora
  • analyze trends across millions of scientific papers

When to choose

  • you need large-scale full-text scientific paper data for NLP or text mining
  • you want citation-linked metadata and parsed paper text in a consistent schema
  • you want a continuously updated corpus via the Semantic Scholar API

When to avoid

  • you need a small curated dataset rather than hundreds of gigabytes of data
  • you require a permissive software license for the repo code (the corpus is ODC-By 1.0 and the repo has no license)
  • you need hands-on support for the legacy 2020 release, which is no longer supported

Facets

dataset · maturity maintenance

nlp data-science parser data-science big-data python cross-platform scientific-papers research-corpus text-mining open-research-corpus semantic-scholar pdf-parsing latex-parsing natural-language-processing

1 source

Member repositories

RepositoryRoleHealth v2
allenai/s2orcmain32

For agents

markdown · JSON · MCP: product_card(name="allenai/s2orc")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem