For example, this ordering favors the correct candidate (pepsi) for the mention they: In a significant departure from previous work, each model in our framework gets (possibly incomplete) clustering information for each mention from the earlier coreference models in the multi-pass system.
each mention m i may already be assigned to a cluster C j containing a set of mentions: Unassigned mentions are unique members of their own cluster.