This word representation with NLM has been used to good effect, for example in (Turian et al., 2010;Collobert et al., 2011;Huang et al., 2012) where induced word representations are used with sophisticated features to improve performance in various NLP tasks.
we implement cocompositionality using prototype projections on predicates/arguments and show that this is effective in adapting their word representations.