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 6 在FB15K和WN18上不同模型的准确率结果

Tab.6 Results of different model accuracy rates on FB15K and WN18 data sets %

模型 ACC WN18 FB15K TransE 91.2 77.6 TransH 88.3 79.9 TransR 92.6 82.1 TransD — 88.0 DKRL 92.8 86.3 TKRL — 85.7 ETLKRL 96.7 93.6