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<Paper uid="P05-2006">
  <Title>Automatic Discovery of Intentions in Text and its Application to Question Answering</Title>
  <Section position="7" start_page="35" end_page="35" type="concl">
    <SectionTitle>
6 Conclusions
</SectionTitle>
    <Paragraph position="0"> We proposed a method to detect the INTENT relation encoded by the sentence-level pattern a0a5a1 a3 to a0a5a1 a6 with a 90.41% accuracy. We plan to investigate the other INTENTION patterns as well as other semantic relations such as MOTIVE, IMPLICATION, or MEANING which, currently, cannot be identified by the state-of-the-art NLP systems. These relationships need to be analyzed to provide a complete coverage of the underlying semantics of text documents.</Paragraph>
    <Paragraph position="1"> We intend to incorporate our INTENTION detection module into a Question Answering system and show its impact.</Paragraph>
  </Section>
class="xml-element"></Paper>