Nonetheless, long-distance discourse dependency could be quite useful for capturing text coherence from a global point of view.
in this paper, we study the effect of deep hierarchical discourse structure in the evaluation of text coherence, by adopting two approaches to perform a direct comparison between models that incorporate deep hierarchical discourse structures and models with shallow structures.