COLINGMar, 2024
DP-CRE: 通过解耦对比学习和记忆结构保持进行连续关系抽取
DP-CRE: Continual Relation Extraction via Decoupled Contrastive Learning and Memory Structure Preservation
Mengyi Huang, Meng Xiao, Ludi Wang, Yi Du
TL;DRDecouPled CRE (DP-CRE) framework effectively handles the challenge of catastrophic forgetting in Continuous Relation Extraction (CRE) by decoupling the preservation of prior information and acquisition of new knowledge, outperforming other CRE baselines in extensive experiments.