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<Paper uid="W04-0851">
  <Title>Regularized Least-Squares Classification for Word Sense Disambiguation</Title>
  <Section position="1" start_page="0" end_page="0" type="abstr">
    <SectionTitle>
Abstract
</SectionTitle>
    <Paragraph position="0"> The paper describes RLSC-LIN and RLSC-COMB systems which participated in the Senseval-3 English lexical sample task. These systems are based on Regularized Least-Squares Classification (RLSC) learning method. We describe the reasons of choosing this method, how we applied it to word sense disambiguation, what results we obtained on Senseval1, Senseval-2 and Senseval-3 data and discuss some possible improvements.</Paragraph>
  </Section>
class="xml-element"></Paper>