To the best of our knowledge reinforcement learning has not been applied to coreference resolution before.
imitation learning algorithms such as SEARN (Daumé III et al., 2009) have been used to train coreference resolvers (Daumé III, 2006;Ma et al., 2014;Clark and Manning, 2015).