Cheng Yao

EICO: Improving Few-Shot Text Classification via Explicit and Implicit Consistency Regularization

While the prompt-based fine-tuning methods had advanced few-shot natural language understanding tasks, self-training methods are also being explored. This work revisits the consistency regularization in self-training and presents explicit and implicit consistency regularization enhanced language mod…