LEAF: A Robust Expert-Based Framework for Few-Shot Continual Event Detection

Bao-Ngoc Dao, Quang Nguyen, Luyen Ngo Dinh +2

Few-shot Continual Event Detection (FCED) poses the dual challenges of learning from limited data and mitigating catastrophic forgetting across sequential tasks. Existing approache…