Indeed, most of sense annotated corpora are either directly annotated with WordNet sense keys or they are annotated with a sense inventory linked to the senses of WordNet, such as BabelNet (Navigli and Ponzetto, 2010).
it is not trivial to use these corpora, because most of them differ in their format and on the version of Word-Net they use.