  In this paper, the behavior for commutators of a class of bilinear singular
integral operator associated with non-smooth kernels on the products of
weighted Lebesgue spaces is considered. By some new maximal functions to
control the commutators of bilinear singular integral operators and CMO
functions, compactness of the commutators is proved.
