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We examine different features and classifiers for the categorization of opinion words into actor and speaker view. To our knowledge, this is the first comprehensive work to address sentiment views on the word level taking into consideration opinion verbs, nouns and adjectives. We consider many high-level features requiring only few labeled training data. A detailed feature analysis produces linguistic insights into the nature of sentiment views. We also examine how far global constraintsdoi:10.18653/v1/n16-1092 dblp:conf/naacl/WiegandSR16 fatcat:qffnf3yhpjhorkrmkosy3ora5e