2022
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models
ACL 2022long
Knowledge graph completion (KGC) aims to reason over known facts and infer the missing links. Text-based methods such as KGBERT (Yao et al., 2019) learn entity representations from natural language descriptions, and have the potential for inductive KGC. However, the performance of text-based methods…