Our work differs in that (1) we use hidden variables to capture the interactions between local inference and global inference, we present an application to coreference resolution, while previous work has shown applications for variants of sequence tagging.
we must resort to an 5 Single-link clustering simply takes the transitive closure, and does not consider the distance metric.