In Steps (a-c), for the current example i, we compute the relative loss function ∆ i that scales with the loss achieved by the best and worst possible parses under the model.
to previous work, we do not only compute the loss over a fixed n-best list of possible outputs, but instead use the current model score to recompute the options at each update.