• Prepositions: in this case we consider bilexical operators associated with a preposition, which model the probability of a head noun or verb above the preposition given the noun below the preposition.
we will test the performance of the model on heads that do not appear in D. We assume that we are given access to a distributional representation function φ : V → R n , where φ(x) is the n-dimensional representation of x.