(2013) report an accuracy of 92.8% on the test set; this represents almost a 30% relative error reduction.
second, even if we restrict the constraints to core reference roles, the lack of ordering between the spans in the constraint means that we would have to represent all subsets of these constraints are rarely violated in practice.