Sentiment Analysis (SA) – also known as Opinion Mining – is an active and influential research area concerned with automatically extracting subjectivity from natural language text [30,23,7,14]. Sentence-level analysis plays a major role because it permits a fine-grained view of different opinions expressed in text. Moving closer to opinion targets and sentiments on targets facilitates opinion extraction from text that may only contain a few sentences that discuss the topic of interest [23].