He is famous for having introduced prose poetry in French literature, and is considered a forerunner of the Symbolist movement.
His masterpiece is the collection of prose poems Gaspard de la Nuit published posthumously in 1842; three of its poems were adapted to a homonymous piano suite by Maurice Ravel in 1908.