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<?xml version="1.0" standalone="yes"?> <Paper uid="W04-0503"> <Title>The Problem of Precision in Restricted-Domain Question-Answering. Some Proposed Methods of Improvement</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> This paper discusses some main difficulties of restricted-domain question-answering systems, in particular the problem of precision performance. We propose methods for improving the precision, which can be classified into two main approaches: improving the Information Retrieval module, and improving its results. We present the application of these methods in a real QA system for a large company, which yielded very good results.</Paragraph> </Section> class="xml-element"></Paper>