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<?xml version="1.0" standalone="yes"?> <Paper uid="E06-1002"> <Title>Using Encyclopedic Knowledge for Named Entity Disambiguation</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> We present a new method for detecting and disambiguating named entities in open domain text. A disambiguation SVM kernel is trained to exploit the high coverage and rich structure of the knowledge encoded in an online encyclopedia. The resulting model significantly outperforms a less informed baseline.</Paragraph> </Section> class="xml-element"></Paper>