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<?xml version="1.0" standalone="yes"?> <Paper uid="W04-0830"> <Title>The University of Jaen Word Sense Disambiguation System *</Title> <Section position="2" start_page="0" end_page="0" type="intro"> <SectionTitle> 1 Introduction </SectionTitle> <Paragraph position="0"> Our system for SENSEVAL-3 uses a supervised learning algorithm for word sense disambiguation.</Paragraph> <Paragraph position="1"> The method suggested trains a neural network using the Learning Vector Quantization (LVQ) algorithm, integrating several semantic relations of WordNet (Fellbaum, 1998) and SemCor corpus (Miller et al., 1993). The University of Jaen system has been used in English-lexical-sample and English-All-Words tasks.</Paragraph> </Section> class="xml-element"></Paper>