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Measuring the coherence of text is a significant element of analyzing the caliber of composed articles. Latest developments in neural coherence modeling have shown their efficacy in capturing entity coreference and discourse relations, therefore maximizing coherence evaluation.We also create in downstream tasks that this metric effectively differen