To assess the potential of the DF model specifically at DF locations, we computed perplexities for models covering each DF type in turn, and separately for a number of word positions relative to the DF event. In each case, we also computed perplexities for the non-DF positions, to make sure the model did not penalize fluent text (reported below in the ``non-DF'' columns).