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 5 在FB15K数据集上不同模型关系预测的评估结果

Tab.5 Relationship prediction results of different models on FB15K data set

模型 MeanRank Hits@1/% Raw Filter Raw Filter TransE 2.91 2.53 69.5 90.2 TransH 8.25 7.91 60.3 72.5 DKRL(CBOW) 2.85 2.51 65.3 82.7 DKRL(CNN+TransE) 2.41 2.03 69.8 90.8 ETLKRL 2.23 1.86 71.7 93.9