We further show that factorization models for link prediction such as DistMult can be significantly improved by enriching them with an encoder model to accumulate evidence over multiple inference steps in the relational graph, demonstratin…

We demonstrate the effectiveness of R-GCNs as a stand-alone model for entity classification. Michael Schlichtkrull, et al., "Modeling Relational Data with Graph Convolutional Networks" https://arxiv.org/abs/1703.06103 関係構造を表すグラフ…