Etienne Denis

Inductive Relation Prediction by Subgraph Reasoning

2019 · arXiv (Cornell University)

The dominant paradigm for relation prediction in knowledge graphs involves learning and operating on latent representations (i.e., embeddings) of entities and relations. However, these embedding-based methods do not explicitly capture the compositional logical rules underlying …