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<Paper uid="W05-1507">
  <Title>Machine Translation as Lexicalized Parsing with Hooks</Title>
  <Section position="2" start_page="0" end_page="0" type="abstr">
    <SectionTitle>
Abstract
</SectionTitle>
    <Paragraph position="0"> We adapt the &amp;quot;hook&amp;quot; trick for speeding up bilexical parsing to the decoding problem for machine translation models that are based on combining a synchronous context free grammar as the translation model with an n-gram language model. This dynamic programming technique yields lower complexity algorithms than have previously been described for an important class of translation models.</Paragraph>
  </Section>
class="xml-element"></Paper>