It is no longer rare to see dependency relations used as features, in tasks such as machine translation (Ding and Palmer, 2005) and relation extraction (Bunescu and Mooney, 2005).
there is one factor that prevents the use of dependency parsing: sparseness of annotated corpora outside Wall Street Journal.