Link Prediction or Perdition: the Seeds of Instability in Knowledge Graph Embeddings

Guillaume Méroué, Fabien Gandon, Pierre Monnin

Embedding models (KGEMs) constitute the main link prediction approach to complete knowledge graphs. Standard evaluation protocols emphasize rank-based metrics such as MRR or Hits@$…