DEEP SYMBOLIC VALIDATION OF INFORMATION EXTRACTION SYSTEMS

DEEP SYMBOLIC VALIDATION OF INFORMATION EXTRACTION SYSTEMS

A system comprises a memory that stores computer-executable components; and a processor, operably coupled to the memory, that executes the computer-executable components. The system includes a receiving component that receives a corpus of data; a relation extraction component that generates noisy kn...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Canim, Mustafa, Glass, Michael Robert, Gliozzo, Alfio Massimiliano, Dash, Sarthak
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:A system comprises a memory that stores computer-executable components; and a processor, operably coupled to the memory, that executes the computer-executable components. The system includes a receiving component that receives a corpus of data; a relation extraction component that generates noisy knowledge graphs from the corpus; and a training component that acquires global representations of entities and relation by training from output of the relation extraction component.