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<?xml version="1.0" standalone="yes"?> <Paper uid="C94-2105"> <Title>Semantics WORD SENSE ACQUISITION FOR MULTILINGUAL TEXT INTERPRETATION *</Title> <Section position="7" start_page="669" end_page="669" type="concl"> <SectionTitle> 6. CONCLUSION </SectionTitle> <Paragraph position="0"> SII()GUN's N)l)roach t;o word sense interpretation a.cross l\[mguages uses I;mguagc-in(lc,i)endenl~ infoi:uia,l, ioIl to troll D word S(?llS(?S in dili);renl, la, llglla,ges. A core onto\]ogy of 1,000 c,ouc,epts links senses tlu~t ~m'.</Paragraph> <Paragraph position="1"> domain-indel)endcnt, llowever, ill th(! l,asks on which SIIOG UN lilts been tested, (\[Olll&iil sl)e('ific word SellS(? inforniation is more ('title,at. l,'or this i\[ioi'(~ sl)ecia.lized sense knowledge, tim sysl;eni ilS(~s &ll iimow~tiv('.</Paragraph> <Paragraph position="2"> method of ta:aining a.nd I)ool,stra.pl)iug using a~ corpus, usillg i~ sta.tisl, ic,al mmlysis to help assign words mid phrases 1;o la.nguago-inde\[>end0n{ groupings. This ap l)rOac,h signific,anl;ly sped the ;:requisition el' word sense infbrm<%ion in 'I'II)S'I'I';I{,, resulting in high (:overage on the niost diilicult (;olllpOltO.ilt~S of the task.</Paragraph> </Section> class="xml-element"></Paper>