Can Persistent Homology provide an efficient alternative for Evaluation of Knowledge Graph Completion Methods?

Anson Bastos, Kuldeep Singh, Abhishek Nadgeri +3

In this paper we present a novel method, $\text{Knowledge Persistence}$ ($\mathcal{K}\mathcal{P}$), for faster evaluation of Knowledge Graph (KG) completion approaches. Current ranking-bas…