融合文本描述和层次类型的知识表示学习方法

李松,舒世泰,郝晓红,郝忠孝

Knowledge representation learning method integrating textual description and hierarchical type

Song LI,Shi-tai SHU,Xiao-hong HAO,Zhong-xiao HAO

表 4 在YAGO3-10数据集上不同模型的链路预测结果

Tab.4 Link prediction results of different models on YAGO3-10 data set

模型 MeanRank Hits@10/% Hits@3/% Hits@1/% TransE 7 113 42 25 12 ConvE 2 792 66 56 45 ComplEx 6 351 55 40 26 DistMult 5 926 54 38 24 ETLKRL 3 078 62 68 59