Basically, tp(S) need not to be used; however, when the source domain corpus S is similar to the combined corpus S+T, the topic feature tp(S) has benefit in domain adaptation.
when KL(S, S + T ) is only bigger than KL(T, S + T ), the topic features tp(S) have benefit in domain adaptation.