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<?xml version="1.0" standalone="yes"?> <Paper uid="P05-2006"> <Title>Automatic Discovery of Intentions in Text and its Application to Question Answering</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> Semantic relations between text concepts denote the core elements of lexical semantics. This paper presents a model for the automatic detection of INTENTION semantic relation. Our approach first identifies the syntactic patterns that encode intentions, then we select syntactic and semantic features for a SVM learning classifier. In conclusion, we discuss the application of INTENTION relations to Q&A.</Paragraph> </Section> class="xml-element"></Paper>