Except for Clark and Manning (2015), all of the state-of-the-art coreference resolvers explicitly model anaphoricity detection (Martschat and Strube, 2015;Wiseman et al., 2015;Peng et al., 2015).
modeling search space pruning as singleton detection can provide additional information for the state-of-the-art coreference resolution systems.