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<?xml version="1.0" standalone="yes"?> <Paper uid="E99-1018"> <Title>POS Disambiguation and Unknown Word Guessing with Decision Trees</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> This paper presents a decision-tree approach to the problems of part-of-speech disambiguation and unknown word guessing as they appear in Modem Greek, a highly inflectional language. The learning procedure is tag-set independent and reflects the linguistic reasoning on the specific problems. The decision trees induced are combined with a high-coverage lexicon to form a tagger that achieves 93,5% overall disambiguation accuracy.</Paragraph> </Section> class="xml-element"></Paper>