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<?xml version="1.0" standalone="yes"?> <Paper uid="M98-1010"> <Title>DESCRIPTORS RECALL PRECISION</Title> <Section position="6" start_page="0" end_page="0" type="concl"> <SectionTitle> CONCLUSIONS </SectionTitle> <Paragraph position="0"> A cursory analysis of AATM's MUC-7 scores revealed seven specific improvements to improve MUC-7 performance. Of these seven, five will be made in order to improve NLToolset performance. The sixth, adding extra-terrestrial bodies to the knowledge base, will be done to expand the NLToolset's reach. The seventh, making nation adjectives into locations, will not be done until a real-world application requires it.</Paragraph> <Paragraph position="1"> If one were to make all of the changes specified, AATM7's overall scores would be improved to: The NLToolset continues to improve, as it is applied to new problems, whether real-world application or standardized test. Its accuracy remains high and its speed is constantly improving, currently standing, in its compiled state, at under twenty seconds for an average document.</Paragraph> </Section> class="xml-element"></Paper>