Causal Interventions-based Few-Shot Named Entity Recognition

Zhen Yang, Yongbin Liu, Chunping Ouyang

Few-shot named entity recognition (NER) systems aims at recognizing new classes of entities based on a few labeled samples. A significant challenge in the few-shot regime is prone…