Towards Conflict-aware Selective Knowledge Unlearning for Continual Few-shot Knowledge Graph Completion
A novel FKGC framework named CSKU is proposed, which achieves dynamic knowledge adaptation by selectively unlearning structural and semantic conflicts by adaptively mitigates structural conflicts during training and introduces a semantic-guided selective unlearning mechanism that dynamically attenuates the impact of co...