Measuring the coherence of text is a significant aspect of assessing the caliber of prepared material. Current advancements in neural coherence modeling have shown their efficacy in capturing entity coreference and discourse relations, thus enhancing coherence analysis.We also establish in downstream jobs that this metric properly differentiates in