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Measuring the coherence of text is a significant facet of analyzing the caliber of created content. New breakthroughs in neural coherence modeling have shown their efficacy in capturing entity coreference and discourse relations, therefore improving coherence analysis.Analyzing the coherence of text demands the evaluator to differentiate concerning