It has been shown that measures based on the pointwise mutual information (PMI) between question words yield good results on the TOEFL (Turney, 2001;Terra and Clarke, 2003).
ehlert (2003) shows convincingly that, for a fixed amount of data, the distributional model performs better than what we might call the pointwise co-occurrence model.