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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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Principais autores: Huajun Chen, Shumin Deng, Wen Zhang, Zezhong Xu, Juan Li, Evgeny Kharlamov
Formato: Artigo
Idioma:Inglês
Publicado em: KeAi Communications Co. Ltd. 2021-09-01
coleção:Fundamental Research
Assuntos:
Neural symbolic reasoning
Knowledge graph
Knowledge extraction
Relational reasoning
Inconsistency checking
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S266732582100159X
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