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<?xml version="1.0" standalone="yes"?> <Paper uid="W02-2031"> <Title>Learning with Multiple Stacking for Named Entity Recognition</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> 1 Introduction </SectionTitle> <Paragraph position="0"> In this paper, we present a learning method using multiple stacking for named entity recognition.</Paragraph> <Paragraph position="1"> In order to take into account the tags of the surrounding words, we propose a method which employs stacked learners using the tags predicted by the lower level learners. We have applied this approach to the CoNLL-2002 shared task to improve a base system.</Paragraph> </Section> class="xml-element"></Paper>