2 code implementations • 22 Aug 2022 • Yuanning Cui, Yuxin Wang, Zequn Sun, Wenqiang Liu, Yiqiao Jiang, Kexin Han, Wei Hu
We propose a walk-based inductive reasoning model to tackle the new setting.
1 code implementation • 23 Jul 2022 • Yuxin Wang, Yuanning Cui, Wenqiang Liu, Zequn Sun, Yiqiao Jiang, Kexin Han, Wei Hu
To avoid retraining an entire model on the whole KGs whenever new entities and triples come, we present a continual alignment method for this task.
1 code implementation • 29 Nov 2022 • Yuanning Cui, Yuxin Wang, Zequn Sun, Wenqiang Liu, Yiqiao Jiang, Kexin Han, Wei Hu
We consider knowledge transfer and retention of the learning on growing snapshots of a KG without having to learn embeddings from scratch.