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<?xml version="1.0" standalone="yes"?> <Paper uid="X98-1017"> <Title>The Smart/Empire TIPSTER IR System</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> 1 INTRODUCTION </SectionTitle> <Paragraph position="0"> The primary goal of the Cornell/Sabir TIPSTER Phase III project is to develop techniques to improve the end-user efficiency of information retrieval (IR) systems. We have focused our investigations in four related research areas: 1. High Precision Information Retrieval. The goal of our research in this area is to increase the accuracy of the set of documents given to the user.</Paragraph> <Paragraph position="1"> 2. Near-Duplicate Detection. The goal of our work in near-duplicate detection is to develop methods for delineating or removing from the set of retrieved documents any information that the user has already seen.</Paragraph> </Section> class="xml-element"></Paper>