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<?xml version="1.0" standalone="yes"?> <Paper uid="P04-3020"> <Title>Graph-based Ranking Algorithms for Sentence Extraction, Applied to Text Summarization</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> This paper presents an innovative unsupervised method for automatic sentence extraction using graph-based ranking algorithms. We evaluate the method in the context of a text summarization task, and show that the results obtained compare favorably with previously published results on established benchmarks.</Paragraph> </Section> class="xml-element"></Paper>