  We report on recent results on higher twist contributions to the unpolarized
structure functions $F_2^{p,d}(x,Q^2)$ at N$^3$LO in the large $x$ region and
constraints on the twist--3 contribution to polarized structure function
$g_2(x,Q^2)$.
