<?xml version="1.0" standalone="yes"?>
<Paper uid="W01-1411">
  <Title>Towards a Simple and Accurate Statistical Approach to Learning Translation Relationships among Words</Title>
  <Section position="1" start_page="0" end_page="0" type="abstr">
    <SectionTitle>
Abstract
</SectionTitle>
    <Paragraph position="0"> We report on a project to derive word translation relationships automatically from parallel corpora. Our effort is distinguished by the use of simpler, faster models than those used in previous high-accuracy approaches. Our methods achieve accuracy on single-word translations that seems comparable to any work previously reported, up to nearly 60% coverage of word types, and they perform particularly well on a class of multi-word compounds of special interest to our translation effort.</Paragraph>
  </Section>
class="xml-element"></Paper>