"hovea rosmarinifolia" was first formally described by allan cunningham in 1825 and published in "geographical memoirs of new south wales". the specific epithet ("rosmarinifolia") is derived from the latin words "rosmarinus" meaning "rosemary" and "folium" meaning "leaf".