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<?xml version="1.0" standalone="yes"?> <Paper uid="W04-2422"> <Title>Learning Transformation Rules for Semantic Role Labeling</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> This paper presents our work on Semantic Role Labeling using a Transformation-Based Error-Driven approach in the style of Eric Brill (Brill, 1995). Our approach achieved an overall F1 score of 43.48 on non-verb annotations. We believe our approach is noteworthy because of its novelty in this area and because it produces short lists of human-understandable transformation rules as its output.</Paragraph> </Section> class="xml-element"></Paper>