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<?xml version="1.0" standalone="yes"?> <Paper uid="C04-1071"> <Title>Deeper Sentiment Analysis Using Machine Translation Technology</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> This paper proposes a new paradigm for sentiment analysis: translation from text documents to a set of sentiment units. The techniques of deep language analysis for machine translation are applicable also to this kind of text mining task. We developed a high-precision sentiment analysis system at a low development cost, by making use of an existing transfer-based machine translation engine.</Paragraph> </Section> class="xml-element"></Paper>