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<?xml version="1.0" standalone="yes"?> <Paper uid="W03-1101"> <Title>Improving Summarization Performance by Sentence Compression - A Pilot Study</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> In this paper we study the effectiveness of applying sentence compression on an extraction based multi-document summarization system. Our results show that pure syntactic-based compression does not improve system performance. Topic signature-based reranking of compressed sentences does not help much either.</Paragraph> <Paragraph position="1"> However reranking using an oracle showed a significant improvement remains possible.</Paragraph> </Section> class="xml-element"></Paper>