This survey paper aims to complement, rather than supersede, these previously published materials.
while existing survey papers discuss learning-based coreference research primarily in the context of the influential mention-pair model, we additionally survey recently proposed learning-based coreference models, which attempt to address the weaknesses of the mention-pair model.