We thus use discriminants as the basis of calculating annotation cost to evaluate the effectiveness of different experiment AL conditions.
we set the cost of annotating a given sentence as the number of discriminants whose value were set by the human annotator plus one to indicate a final 'eyeball' step where the annotator selects the best parse of the few remaining ones.