XiangyunKong XiangyunKong

Continual Few-shot Relation Extraction via Adaptive Gradient Correction and Knowledge Decomposition

Continual few-shot relation extraction (CFRE) aims to continually learn new relations with limited samples. However, current methods neglect the instability of embeddings in the process of different task training, which leads to serious catastrophic forgetting. In this paper, we propose the concept…