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<Paper uid="C04-1107">
  <Title>Probabilistic Sentence Reduction Using Support Vector Machines</Title>
  <Section position="1" start_page="0" end_page="0" type="abstr">
    <SectionTitle>
Abstract
</SectionTitle>
    <Paragraph position="0"> This paper investigates a novel application of support vector machines (SVMs) for sentence reduction.</Paragraph>
    <Paragraph position="1"> We also propose a new probabilistic sentence reduction method based on support vector machine learning. Experimental results show that the proposed methods outperform earlier methods in term of sentence reduction performance.</Paragraph>
  </Section>
class="xml-element"></Paper>