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<?xml version="1.0" standalone="yes"?> <Paper uid="W02-0812"> <Title>Evaluating the Effectiveness of Ensembles of Decision Trees in Disambiguating Senseval Lexical Samples</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> This paper presents an evaluation of an ensemble-based system that participated in the English and Spanish lexical sample tasks of SENSEVAL-2. The system combines decision trees of unigrams, bigrams, and co-occurrences into a single classifier. The analysis is extended to include the SENSEVAL-1 data.</Paragraph> </Section> class="xml-element"></Paper>