The resulting system achieves an Fmeasure of 69.5 and 63.4 on the MUC-6 and MUC-7 coreference resolution data sets, respectively, surpassing the performance of the best MUC-6 and MUC-7 coreference systems.
the system outperforms the best-performing learning-based coreference system to date.