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Cs.washington.edu Abstract In previous work we introduced K NOW I TA LL a data-driven, Web-based information extraction system. This paper focuses on the task of automatically extending the system s initial ontology by extracting subclasses of given general classes and by discovering other closely related classes. We rst show that the basic K NOW I TA LL model can be easily extended to accommodate high-precision subclass extraction (SE) and that subclass knowledge can lead to increases by.

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