Knowledge Base Completion: Baseline strikes back (Again)

Understand

Knowledge Base Completion (KBC) has been a very active area lately.

• Several recent KBCpapers propose architectural changes, new training methods, or even new formulations.
• KBC systems are usually evaluated on standard benchmark datasets: FB15k, FB15k-237, WN18, WN18RR, and Yago3-10.
• Most existing methods train with a small number of negative samples for each positive instance in these datasets to save computational costs.