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<?xml version="1.0" standalone="yes"?> <Paper uid="H05-2017"> <Title>OPINE: Extracting Product Features and Opinions from Reviews</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> Consumers have to often wade through a large number of on-line reviews in order to make an informed product choice. We introduce OPINE, an unsupervised, high-precision information extraction system which mines product reviews in order to build a model of product features and their evaluation by reviewers.</Paragraph> </Section> class="xml-element"></Paper>