Taking into account this structure has shown to help many NLP end tasks, including summarization (Hirao et al., 2013;Durrett et al., 2016), machine translation (Joty et al., 2017), and sentiment analysis (Ji and Smith, 2017).
annotating discourse requires considerable effort by trained experts and may not always yield a structure appropriate for the end task.