First, since each candidate antecedent for a mention to be resolved (henceforth an active mention) is considered independently of the others, these models only determine how good a candidate antecedent is relative to the active mention, but not how good a candidate antecedent is relative to other candidates.
they fail to answer the critical question of which candidate antecedent is most probable.