"eremophila biserrata" was first formally described by robert chinnock in 1979 and the description was published in "journal of the adelaide botanic garden". chinnock collected the type specimen north of the road between hyden and lake cronin. the specific epithet ("biserrata") refers to the unusually serrated leaf margins.