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Rule-based data augmentation for knowledge graph embedding

Knowledge graph (KG) embedding models suffer from the incompleteness issue of observed facts. Different from existing solutions that incorporate additional information or employ expressive and complex embedding techniques, we propose to augment KGs by iteratively mining logical rules from the observ...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Guangyao Li, Zequn Sun, Lei Qian, Qiang Guo, Wei Hu
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: KeAi Communications Co. Ltd. 2021-01-01
Cyfres:AI Open
Pynciau:
Mynediad Ar-lein:http://www.sciencedirect.com/science/article/pii/S2666651021000267
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!