Nevertheless, one reason why this method is intuitively better is that it ensures that the training and test documents are drawn from the same domain.
when projecting annotations via a parallel corpus, we may encounter a domain mismatch problem if the parallel corpus and the test documents come from different domains, and the coreference resolver may not work well if it is trained and tested on different domains.