  In this paper, we provide a direct proof for the equivalence of K.M. Chong's
and De la Vall\'{e}e Poussin's criteria of weak compactness of a subset $K$ of
$L_1(0,1)$ in terms of some Orlicz function. Furthermore, we discuss the
equivalence in $L_1(0, \infty)$.
