For fine-grained sentiment analysis, we need to go beyond zero-one polarity and find a way to compare adjectives that share a common semantic property. In this paper, we present a semi-supervised ap-proach to assign intensity levels to adjec-tives, viz. high, medium and low, where adjectives are compared when they belong
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Sharma et al. (2015) studied this question.