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<?xml version="1.0" standalone="yes"?> <Paper uid="C04-1186"> <Title>Semantic Role Labeling Using Dependency Trees</Title> <Section position="6" start_page="2" end_page="2" type="concl"> <SectionTitle> 5 Conclusions </SectionTitle> <Paragraph position="0"> We have automatically created a new corpus of dependency trees augmented with semantic role labels.</Paragraph> <Paragraph position="1"> Using this corpus, we have developed and experimented with a novel SRL system that classifies dependency relations. This is quite different from previous research on semantic role labeling. We have presented encouraging intermediate results.</Paragraph> <Paragraph position="2"> Currently, we are investigating the reasons of mis-match between PropBank and DepBank semantic annotations. We also plan to add new features, experiment with automatic parses, and compare and combine the system with our state-of-the-art C-by-C system.</Paragraph> </Section> class="xml-element"></Paper>