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Measuring the coherence of text is a significant aspect of analyzing the quality of published material. The latest progress in neural coherence modeling have demonstrated their efficacy in capturing entity coreference and discourse relations, thus enhancing coherence evaluation.We also create in downstream tasks this metric successfully differentia