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<?xml version="1.0" standalone="yes"?> <Paper uid="W04-0850"> <Title>The Duluth Lexical Sample Systems in SENSEVAL-3</Title> <Section position="7" start_page="0" end_page="0" type="concl"> <SectionTitle> 6 Conclusions </SectionTitle> <Paragraph position="0"> This paper has described two lexical sample systems from the University of Minnesota, Duluth that participated in the SENSEVAL-3 exercise. We found that our supervised approach, Duluth-xLSS, fared reasonably well in a wide range of lexical sample tasks, thus suggesting that simple lexical features can serve as a firm foundation upon which to build a disambiguation system in a range of languages. The unsupervised approach of Duluth-ELSU to the English lexical sample task did not fare as well as the supervised approach, but performed at levels comparable to that attained by unsupervised systems in SENSEVAL-1 and SENSEVAL-2.</Paragraph> </Section> class="xml-element"></Paper>