Few-Shot Event Detection with Prototypical Amortized Conditional Random Field

Xin Cong, Shiyao Cui, Bowen Yu +3

Event detection tends to struggle when it needs to recognize novel event types with a few samples. The previous work attempts to solve this problem in the identify-then-classify ma…