Logical Expressivity and Explanations for Monotonic GNNs with Scoring Functions

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

Graph neural networks (GNNs) are often used for the task of link prediction: predicting missing binary facts in knowledge graphs (KGs). To address the lack of explainability of GNN…