Rule-Guided Compositional Representation Learning on Knowledge Graphs
Table 8: Entity prediction results on FB15K-237.
['Models', 'MR', 'MRR', 'Hits@10(%)']
Furthermore, we implement the experiments on dataset FB15K-237. Since FB15K-237 is constructed up to date, only a minority of existing works have implemented their experiments and show evaluation results on this dataset, which can be selected as baselines. Although no inverse relation could be observed in FB15K-237, we could employ Horn rules to provide significant supplements for building semantic associations of relations.