His influence on literature, which he encouraged after the manner of Gaius Maecenas, was considerable, and the group of literary personalities whom he gathered around him-including Tibullus, Lygdamus and the poet Sulpicia-has been called "the Messalla circle".
Corvinus was himself the author of various works, all of which are lost.