Neural symbolic reasoning with knowledge graphs: Knowledge extraction, relational reasoning, and inconsistency checking

Neural symbolic reasoning with knowledge graphs: Knowledge extraction, relational reasoning, and inconsistency checking

Knowledge graphs (KGs) express relationships between entity pairs, and many real-life problems can be formulated as knowledge graph reasoning (KGR). Conventional approaches to KGR have achieved promising performance but still have some drawbacks. On the one hand, most KGR methods focus only on one p...

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Bibliographic Details
Main Authors: Huajun Chen, Shumin Deng, Wen Zhang, Zezhong Xu, Juan Li, Evgeny Kharlamov
Format: Article
Language:English
Published: KeAi Communications Co. Ltd. 2021-09-01
Series:Fundamental Research
Subjects:
Neural symbolic reasoning
Knowledge graph
Knowledge extraction
Relational reasoning
Inconsistency checking
Online Access:http://www.sciencedirect.com/science/article/pii/S266732582100159X

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http://www.sciencedirect.com/science/article/pii/S266732582100159X

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