The Shape of Biological Metadata: Measuring Repository Richness with Entity-Based NLP Metrics
María Juliana Rodríguez-Cubillos, T. Zieliński, Jason R. Swedlow, T. Ian Simpson, Andrew John Millar
The paper quantifies metadata richness in three biological repositories using NLP metrics, finding differences in word count, information density, and entity consistency across repositories.
bioRxiv · Sep 10, 2026 · PreprintBioinformatics