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<Paper uid="P03-1014">
  <Title>Integrated Shallow and Deep Parsing: TopP meets HPSG</Title>
  <Section position="2" start_page="0" end_page="1" type="intro">
    <SectionTitle>
Abstract
</SectionTitle>
    <Paragraph position="0"> We present a novel, data-driven method for integrated shallow and deep parsing.</Paragraph>
    <Paragraph position="1"> Mediated by an XML-based multi-layer annotation architecture, we interleave a robust, but accurate stochastic topological field parser of German with a constraint-based HPSG parser. Our annotation-based method for dovetailing shallow and deep phrasal constraints is highly flexible, allowing targeted and fine-grained guidance of constraint-based parsing. We conduct systematic experiments that demonstrate substantial performance gains.</Paragraph>
  </Section>
class="xml-element"></Paper>