We might also expect permutations that contain ngrams previously seen in the training data to be more natural sounding than other permutations that generate n-grams that have not been seen before.
we describe the set of features in section 3.1, but note that we are free under this formulation to use arbitrary features on the full ordering x of B as well as the head noun H, which we implicitly condition on throughout.