Relational Graph Convolutional Networks Do Not Learn Sound Rules

Matthew Morris, David J. Tena Cucala, Bernardo Cuenca Grau +1

Graph neural networks (GNNs) are frequently used to predict missing facts in knowledge graphs (KGs). Motivated by the lack of explainability for the outputs of these models, recent…