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<?xml version="1.0" standalone="yes"?> <Paper uid="W01-0902"> <Title>Empirical Methods for Evaluating Dialog Systems</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> We examine what purpose a dialog metric serves and then propose empirical methods for evaluating systems that meet that purpose. The methods include a protocol for conducting a wizard-of-oz experiment and a basic set of descriptive statistics for substantiating performance claims using the data collected from the experiment as an ideal benchmark or &quot;gold standard&quot; for making comparative judgments. The methods also provide a practical means of optimizing the system through component analysis and cost valuation.</Paragraph> </Section> class="xml-element"></Paper>