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<?xml version="1.0" standalone="yes"?> <Paper uid="P04-2003"> <Title>Searching for Topics in a Large Collection of Texts</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> We describe an original method that automatically finds specific topics in a large collection of texts. Each topic is first identified as a specific cluster of texts and then represented as a virtual concept, which is a weighted mixture of words. Our intention is to employ these virtual concepts in document indexing.</Paragraph> <Paragraph position="1"> In this paper we show some preliminary experimental results and discuss directions of future work.</Paragraph> </Section> class="xml-element"></Paper>