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<Paper uid="W01-1603">
  <Title>Development of a machine learnable discourse tagging tool</Title>
  <Section position="1" start_page="0" end_page="0" type="abstr">
    <SectionTitle>
Abstract
</SectionTitle>
    <Paragraph position="0"> We have developed a discourse level taggingtool forspoken dialoguecorpus using machine learning methods. As discourse level information,we focused on dialogueact, relevance and discourse segment. In dialogue act tagging, we have implemented a transformation-based learning procedure and resulted in 70% accuracy in open test. In relevance and discourse segment tagging, we have implemented a decision-tree based learning procedure and resulted in about 75% and 72% accuracy respectively.</Paragraph>
  </Section>
class="xml-element"></Paper>