Measuring the coherence of textual content is a significant aspect of assessing the standard of published articles. Recent progress in neural coherence modeling have shown their efficacy in capturing entity coreference and discourse relations, thereby maximizing coherence evaluation.Assessing the coherence of textual content requires the evaluator