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Measuring the coherence of text is an important element of evaluating the caliber of written articles. The latest improvements in neural coherence modeling have shown their efficacy in capturing entity coreference and discourse relations, thereby maximizing coherence evaluation.We also build in downstream duties this metric efficiently differentiat