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<?xml version="1.0" standalone="yes"?> <Paper uid="M95-1020"> <Title>STERLING SOFTWARE : AN NLTOOLSET-BASED SYSTEM FOR MUC-6</Title> <Section position="2" start_page="0" end_page="0" type="intro"> <SectionTitle> INTRODUCTION </SectionTitle> <Paragraph position="0"> For a little over two years, Sterling Software ITD has been developing the Automatic Templatin g System (ATS) [1] for automatically extracting entity and event data in the counter-narcotics domain from military messages. This system, part of the Counter Drug Intelligence System (CDIS), was built around the NLToolset [2], which was originally developed by GE and is now being developed and supported b y Lockheed-Martin . Early results showed that the system was performing better than the human analyst s in all aspects.</Paragraph> <Paragraph position="1"> ATS was in its final delivery phase at the same time as our MUC-6 development . We elected to participate despite this conflict, but it did limit us to 4 person-weeks on MUC-6, forcing us to scale bac k from our original plans and only participate in the NE and TE tasks . The results were more than gratifying.</Paragraph> </Section> class="xml-element"></Paper>