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<?xml version="1.0" standalone="yes"?> <Paper uid="W04-0810"> <Title>A First Evaluation of Logic Form Identification Systems</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> This paper presents a first experience with evaluating sytems that address the issue of Logic Form Identification (LFi). A Gold Standard approach was used in which experts provide solutions to test data.</Paragraph> <Paragraph position="1"> The expert solutions, the gold standard, are then compared against outputs from participanting systems and different metrics observed. We proposed a few novel metrics, including precision and recall, that are further used to provide comparative results.</Paragraph> <Paragraph position="2"> The test data included 4155 arguments and 2398 predicates grouped in 300 sentences.</Paragraph> </Section> class="xml-element"></Paper>