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<?xml version="1.0" standalone="yes"?> <Paper uid="P02-1019"> <Title>Pronunciation Modeling for Improved Spelling Correction</Title> <Section position="10" start_page="0" end_page="0" type="concl"> <SectionTitle> 5 Conclusions and Future Work </SectionTitle> <Paragraph position="0"> We have presented a method for using word pronunciation information to improve spelling correction accuracy. The proposed method substantially reduces the error rate of the previous best spelling correction model.</Paragraph> <Paragraph position="1"> A subject of future research is looking for a better way to combine the two error models or building a single model that can recognize whether there is a phonetic or typographic error. Another interesting task is exploring the potential of our model in different settings such as the Web, e-mail, or as a specialized model for non-native English speakers of particular origin.</Paragraph> </Section> class="xml-element"></Paper>