A Neural Architecture for Person Ontology population

22 Jan 2020Balaji GanesanRiddhiman DasguptaAkshay ParekhHima PatelBerthold Reinwald

A person ontology comprising concepts, attributes and relationships of people has a number of applications in data protection, didentification, population of knowledge graphs for business intelligence and fraud prevention. While artificial neural networks have led to improvements in Entity Recognition, Entity Classification, and Relation Extraction, creating an ontology largely remains a manual process, because it requires a fixed set of semantic relations between concepts... (read more)

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