BioNLP-Corpora is a repository of biologically and linguistically annotated corpora and biological datasets. It is one of the projects of the BioNLP initiative by the Center for Computational Pharmacology at the University of Colorado Denver Health Sciences Center to create and distribute code, software, and data for applying natural language processing techniques to biomedical texts.