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<Paper uid="N06-1001">
  <Title>Capitalizing Machine Translation</Title>
  <Section position="1" start_page="0" end_page="0" type="abstr">
    <SectionTitle>
Abstract
</SectionTitle>
    <Paragraph position="0"> We present a probabilistic bilingual capitalization model for capitalizing machine translation outputs using conditional random fields. Experiments carried out on three language pairs and a variety of experiment conditions show that our model significantly outperforms a strong mono-lingual capitalization model baseline, especially when working with small datasets and/or European language pairs.</Paragraph>
  </Section>
class="xml-element"></Paper>