Capability benchmark · Computer science · General science

S2ORC provides machine-readable full text for AI literature tools

S2ORC provides machine-readable full text for AI literature tools: capability signal for AI systems on research-adjacent tasks.

Summary

The arXiv paper introduces S2ORC, the Semantic Scholar Open Research Corpus, with metadata, abstracts, resolved references and structured full text for millions of academic papers. The corpus links citation, figure and table mentions to paper objects for text mining over scientific literature.

AI role

AI systems are tested on research-adjacent capabilities relevant to computer science, general science.

Narrative role

This is supporting evidence for whether AI systems can perform research-adjacent tasks needed before stronger discovery or acceleration claims.

Caveat

Benchmark, model, or tool performance is an upstream capability indicator, not proof of new scientific discovery.