Complete feature learning and consistent relation modeling for few-shot knowledge graph completion

Jin Liu, Chongfeng Fan, Fengyu Zhou, Huijuan Xu

Abstract: Highlights•Complementary entity feature learning with one diversity loss from a few triplets.•Incorporating the structural relation modeling into the training process.•Verifying the importance of the structural relation consistency.•Exploring the effectiveness of different combinations.