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<?xml version="1.0" standalone="yes"?> <Paper uid="C04-1157"> <Title>Verb Phrase Ellipsis detection using Automatically Parsed Text</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> This paper describes a Verb Phrase Ellipsis (VPE) detection system, built for robustness, accuracy and domain independence.</Paragraph> <Paragraph position="1"> The system is corpus-based, and uses a variety of machine learning techniques on free text that has been automatically parsed using two difierent parsers. Tested on a mixed corpus comprising a range of genres, the system achieves a 72% F1-score. It is designed as the flrst stage of a complete VPE resolution system that is input free text, detects VPEs, and proceeds to flnd the antecedents and resolve them.</Paragraph> </Section> class="xml-element"></Paper>