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<?xml version="1.0" standalone="yes"?> <Paper uid="P04-1040"> <Title>Enriching the Output of a Parser Using Memory-Based Learning</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> We describe a method for enriching the output of a parser with information available in a corpus. The method is based on graph rewriting using memory-based learning, applied to dependency structures.</Paragraph> <Paragraph position="1"> This general framework allows us to accurately recover both grammatical and semantic information as well as non-local dependencies. It also facilitates dependency-based evaluation of phrase structure parsers. Our method is largely independent of the choice of parser and corpus, and shows state of the art performance.</Paragraph> </Section> class="xml-element"></Paper>