?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Automated+Understanding+of+Financial+Statements+Using+Neural+Networks+and+Semantic+Grammars&rft.creator=Markovitch%2C+J.+S.&rft.subject=Language&rft.subject=Neural+Nets&rft.subject=Artificial+Intelligence&rft.description=This+article+discusses+how+neural+networks+and+semantic+grammars+may+be+used+to+locate+and+understand+financial+statements+embedded+in+news+stories+received+from+on-line+news+wires.+A+neural+net+is+used+to+identify+where+in+the+news+story+a+financial+statement+appears+to+begin.+A+grammar+then+is+applied+to+this+text+in+an+effort+to+extract+specific+facts+from+the+financial+statement.+Applying+grammars+to+financial+statements+presents+unique+parsing+problems+since+the+dollar+amounts+of+financial+statements+are+typically+arranged+in+multiple+columns%2C+with+small+paragraphs+of+text+above+each+column.+Text+therefore+is+meant+to+be+read+both+vertically+and+horizontally%2C+in+contrast+to+ordinary+news+text%2C+which+is+read+only+horizontally.&rft.date=1995&rft.type=Conference+Paper&rft.type=NonPeerReviewed&rft.format=application%2Fpdf&rft.identifier=http%3A%2F%2Fcogprints.org%2F2905%2F1%2FAutomatedUnderstandingofFinancialStatements2.pdf&rft.identifier=++Markovitch%2C+J.+S.++(1995)+Automated+Understanding+of+Financial+Statements+Using+Neural+Networks+and+Semantic+Grammars.++%5BConference+Paper%5D+++++&rft.relation=http%3A%2F%2Fcogprints.org%2F2905%2F