for question classification (Zhang and Lee, 2003), but these, too are inadequate when dealing with definitional answers expressed by long and articulated sentences or even paragraphs.
shallow semantic representations, bearing a more "compact" information, could prevent the sparseness of deep structural approaches and the weakness of BOW models.