Xiudi Chen

Consistent Prototype Learning for Few-Shot Continual Relation Extraction

Few-shot continual relation extraction aims to continually train a model on incrementally few-shot data to learn new relations while avoiding forgetting old ones. However, current memory-based methods are prone to overfitting memory samples, resulting in insufficient activation of old relations and…