METHOD FOR CLASSIFYING AND USING LEGAL DOCUMENTS

The present invention relates to a computer-implemented method for classifying legal documents comprising the steps of creating a set of labels, assigning a vector representation to each label, clustering the vector representations into hierarchical levels, classifying a legal document using zero-sh...

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Bibliographic Details
Main Author LAUWERS, Thierry
Format Patent
LanguageEnglish
Published 25.07.2024
Subjects
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Summary:The present invention relates to a computer-implemented method for classifying legal documents comprising the steps of creating a set of labels, assigning a vector representation to each label, clustering the vector representations into hierarchical levels, classifying a legal document using zero-shot classification, wherein the zero-shot classification is performed recursively, wherein in a first recursion only vector representations of a highest hierarchical level are used, wherein in each subsequent recursion only vector representations of a subsequent lower hierarchical level are used for which the zero-shot classification has assigned a score to the vector representation of a previous higher hierarchical level that is above the predetermined first limit value. The invention also relates to a computer system, a computer program product and a computer-readable information carrier.
Bibliography:Application Number: US202418401993