As future work, we plan to examine the use of a voting scheme for combining the output of complementary DSMs.
compositionality identification is a first step towards complete semantic interpretation in tasks such as machine translation (to translate non-compositional compounds as a unit), word sense disambiguation (to avoid assigning a sense to parts of non-compositional compounds), and semantic parsing (to identify complex predicates and their arguments).