In this paper we classify filiform associative algebras of degree k over a field of characteristic zero. Moreover, we also classify naturally graded complex filiform and quasi-filiform nilpotent associative algebras which are described by the characteristic sequence C(A) = (n − 2, 1, 1) or C(A) = (n − 2, 2).