We firmly believe that future developments in sentiment analysis need to be grounded in linguistic knowledge (and also extra-linguistic information).
discourse and pragmatic phenomena play such an important role in the interpretation of evaluative language that they need to be taken into account if our goal is to accurately capture sentiment.