Coreference resolution is a complex problem, and successful systems must tackle a variety of non-trivial subproblems that are central to the coreference taske.g., mention/markable detection, anaphor identification -and that require substantial implementation efforts.
many researchers exploit gold-standard annotations, when available, as a substitute for component technologies to solve these subproblems.