URL details: thu-xuhua.github.io/publication/crl/
URL title:
Consistent Representation Learning for Continual Relation Extraction | Hua Xu
URL description:
Continual relation extraction (CRE) aims to continuously train a model on data with new relations while avoiding forgetting old ones. Some previous work has proved that storing a few typical samples of old relations and replaying them when learning new relations can effectively avoid forgetting. However, these memory-based methods tend to overfit the memory samples and perform poorly on imbalanced datasets. To solve these challenges, a consistent representation learning method is proposed, which maintains t
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