Continual Relation Learning
task
ID: continualrelationlearning
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Continual Relation Learning via Episodic Memory Activation and Reconsolidation
AbstractContinual relation learning aims to continually train a model on new data to learn incessantly emerging novel relations while avoiding catastrophically forgetting old relations. Some pioneering work has proved that …...
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation
AbstractExisting continual relation learning (CRL) methods rely on plenty of labeled training data for learning a new task, which can be hard to acquire in real scenario as getting large …...