Class-Incremental Few-Shot Event Detection: Overcoming Old Knowledge Forgetting and New Class Overfitting
This paper proposes a novel knowledge distillation and prompt learning based method, called Prompt-KD, to address the challenges of old knowledge forgetting and new class overfitting in the Class-Incremental Few-Shot Event Detection (CIFSED) task.