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cs.LG2021
DegreEmbed: incorporating entity embedding into logic rule learning for knowledge graph reasoning
Haotian Li, Hongri Liu, Yao Wang +2
Knowledge graphs (KGs), as structured representations of real world facts, are intelligent databases incorporating human knowledge that can help machine imitate the way of human pr…
cs.AI2021
An original model for multi-target learning of logical rules for knowledge graph reasoning
Yuliang Wei, Haotian Li, Guodong Xin +2
Large-scale knowledge graphs provide structured representations of human knowledge. However, as it is impossible to collect all knowledge, knowledge graphs are usually incomplete.…