In sentiment analysis, discourse structure provides a crucial link between the local sentence level and the entire document (article, conversation, blog post, tweet, headline) and is needed for a better understanding of the opinions expressed in text.
discourse can help in three main tasks: (1) identifying the subjectivity and polarity orientation of evaluative expressions; (2) furnishing important clues for recognizing implicit opinions; and (3) assessing the overall stance of texts.