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<Paper uid="W03-1006">
  <Title>Use of Deep Linguistic Features for the Recognition and Labeling of Semantic Arguments</Title>
  <Section position="1" start_page="0" end_page="0" type="abstr">
    <SectionTitle>
Abstract
</SectionTitle>
    <Paragraph position="0"> We use deep linguistic features to predict semantic roles on syntactic arguments, and show that these perform considerably better than surface-oriented features. We also show that predicting labels from a &amp;quot;lightweight&amp;quot; parser that generates deep syntactic features performs comparably to using a full parser that generates only surface syntactic features.</Paragraph>
  </Section>
class="xml-element"></Paper>