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cs.LG2026
Oracle, will I ever learn? A study of prediction convergence and complementarity across link prediction models
Guillaume Méroué, Fabien Gandon, Pierre Monnin
Knowledge graphs have become an important source of structured knowledge for Web applications, including search, question answering, and recommender systems. In these applications,…
cs.LG2026
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@$…