Our model follows a cautious (or "baby steps") approach, which we previously showed to be successful for entity coreference resolution (Raghunathan et al., 2010;Lee et al., 2011).
unlike our previous work, which used deterministic rules, in this paper we learn a coreference resolution model using linear regression.