MACHINE LEARNING TECHNIQUES FOR CONTEXT-BASED DOCUMENT CLASSIFICATION

MACHINE LEARNING TECHNIQUES FOR CONTEXT-BASED DOCUMENT CLASSIFICATION

Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing context-based document classification prediction using a hierarchical attention-based keyword classifier machine learning framework. Certain embodim...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Natesan, Vijaychandar, Singh, Rahul, P A, Rakesh, Calkins, Maureen E, Ganesan, Ramesh R, Eccleston, Caroline N
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing context-based document classification prediction using a hierarchical attention-based keyword classifier machine learning framework. Certain embodiments of the present invention utilize systems, methods, and computer program products that perform context-based document classification prediction using at least one of techniques using contextual keyword classifications, techniques using attention-based keyword classifier machine learning framework, techniques using a greedy matching indicator, and/or the like.