Flock: A Knowledge Graph Foundation Model via Learning on Random Walks

Jinwoo Kim, Xingyue Huang, Krzysztof Olejniczak +4

We study the problem of zero-shot link prediction on knowledge graphs (KGs), which requires models to generalize to novel entities and novel relations. Knowledge graph foundation m…