We considered using the MUC-6 and MUC-7 data sets, but their training sets were far too small to learn reliable co-occurrence statistics for a large set of contextual role relationships.
we opted to use the much    We adopted the MUC-6 guidelines for evaluating coreference relationships based on transitivity in anaphoric chains.