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<Paper uid="W06-1616">
  <Title>Sydney, July 2006. c(c)2006 Association for Computational Linguistics Incremental Integer Linear Programming for Non-projective Dependency Parsing</Title>
  <Section position="2" start_page="0" end_page="0" type="abstr">
    <SectionTitle>
Abstract
</SectionTitle>
    <Paragraph position="0"> Integer Linear Programming has recently been used for decoding in a number of probabilistic models in order to enforce global constraints. However, in certain applications, such as non-projective dependency parsing and machine translation, the complete formulation of the decoding problem as an integer linear program renders solving intractable. We present an approach which solves the problem incrementally, thus we avoid creating intractable integer linear programs. This approach is applied to Dutch dependency parsing and we show how the addition of linguistically motivated constraints can yield a signi cant improvement over stateof-the-art. null</Paragraph>
  </Section>
class="xml-element"></Paper>