In addition to being conceptually simple, these modifications of the standard single-model, classification-based approach also deliver significant performance improvements.
we show that on the ACE corpus both strategies produce f-score gains of more than 3% across the three coreference evaluation metrics (MUC, B 3 , and CEAF).