In this paper we introduce a novel coreference system that combines the advantages of mention pair and entity-centric systems with model stacking.
training the agent on the gold labels alone would unrealistically teach it to make decisions under the assumption that all previous decisions were correct, potentially causing it to over-rely on information from past actions.