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<Paper uid="W04-3225">
  <Title>Adaptive Language and Translation Models for Interactive Machine Translation</Title>
  <Section position="2" start_page="0" end_page="0" type="abstr">
    <SectionTitle>
Abstract
</SectionTitle>
    <Paragraph position="0"> We describe experiments carried out with adaptive language and translation models in the context of an interactive computer-assisted translation program.</Paragraph>
    <Paragraph position="1"> We developed cache-based language models which were then extended to the bilingual case for a cache-based translation model. We present the improvements we obtained in two contexts: in a theoretical setting, we achieved a drop in perplexity for the new models and, in a more practical situation simulating a user working with the system, we showed that fewer keystrokes would be needed to enter a translation. null</Paragraph>
  </Section>
class="xml-element"></Paper>