Measuring the coherence of text is an important element of evaluating the caliber of written articles. The latest breakthroughs in neural coherence modeling have shown their efficacy in capturing entity coreference and discourse relations, thus improving coherence analysis.We also establish in downstream duties this metric effectively differentiate