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<?xml version="1.0" standalone="yes"?> <Paper uid="W06-2936"> <Title>Maximum Spanning Tree Algorithm for Non-projective Labeled Dependency Parsing</Title> <Section position="2" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> Following (McDonald et al., 2005), we present an application of a maximum spanning tree algorithm for a directed graph to non-projective labeled dependency parsing. Using a variant of the voted perceptron (Collins, 2002; Collins and Roark, 2004; Crammer and Singer, 2003), we discriminatively trained our parser in an on-line fashion. After just one epoch of training, we were generally able to attain average results in the CoNLL</Paragraph> </Section> class="xml-element"></Paper>