Results from preliminary experiments (Section 5) show that GI provides correct information concerning polarity of non literal senses.
sentiWordNet [4] is a resource for opinion mining assigning every synset in WordNet three scores, which represent the probability for a sense of a word to be used in a positive, negative or objective manner.