SLiNT: Structure-aware Language Model with Injection and Contrastive Training for Knowledge Graph Completion

Benchmark Model Rank Results
link-prediction-on-fb15k-237SLiNT + CoLE–Hits@1: 0.368Hits@3: 0.472Hits@10: 0.591MRR: 0.443
link-prediction-on-fb15k-237SLiNT + SimKGC–Hits@1: 0.355Hits@3: 0.433Hits@10: 0.529MRR: 0.416
link-prediction-on-fb15k-237SLiNT + TransE–Hits@1: 0.329Hits@3: 0.416Hits@10: 0.522MRR: 0.395