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<?xml version="1.0" standalone="yes"?> <Paper uid="P99-1047"> <Title>A Decision-Based Approach to Rhetorical Parsing</Title> <Section position="2" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> We present a shift-reduce rhetorical parsing algorithm that learns to construct rhetorical structures of texts from a corpus of discourse-parse action sequences. The algorithm exploits robust lexical, syntactic, and semantic knowledge sources.</Paragraph> </Section> class="xml-element"></Paper>