Research literature contains a wealth of information that can be extracted at scale using text-mining technologies. To make text-mining data available to a wider group of researchers, the publications database, Europe PMC, provides access to millions of text-mined annotations, such as genes and proteins, metabolites, species, mutations, phosphorylations, interactions, associations, and many more.