Johansson and Moschitti (2010) demonstrated that the features derived from grammatical and Figure 3: Different dependencies between w i and w i+1 that can be linked by one or two arcs semantic role structure can be used to improve the detection of opinionated expressions in subjectivity analysis.
the figures are for the best combination of the features, which will be described later.