In this paper, we explore sentiment composition in phrases that have at least one positive and at least one negative word-phrases like happy accident and best winter break. We compiled a dataset of such opposing polarity phrases and manually annotated them with real-valued scores of sentiment association.
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Kiritchenko et al. (2016) studied this question.
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