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<?xml version="1.0" standalone="yes"?> <Paper uid="W02-1033"> <Title>An Analysis of the AskMSR Question-Answering System</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> We describe the architecture of the AskMSR question answering system and systematically evaluate contributions of different system components to accuracy.</Paragraph> <Paragraph position="1"> The system differs from most question answering systems in its dependency on data redundancy rather than sophisticated linguistic analyses of either questions or candidate answers. Because a wrong answer is often worse than no answer, we also explore strategies for predicting when the question answering system is likely to give an incorrect answer.</Paragraph> </Section> class="xml-element"></Paper>