A possible solution to this problem is to directly estimate p(A|w) by applying a maximum entropy model (Berger et al., 1996).
such modeling will lead us to extensive tweaking of features that is theoretically unjustifiable, and will not contribute to the theoretical investigation of the relations of syntax and semantics.