Co-training Improves Prompt-based Learning for Large Language Models

Hunter Lang, Monica N. Agrawal, Yoon Kim, David A. Sontag

Abstract: We demonstrate that co-training (Blum & Mitchell, 1998) can improve the performance of prompt-based learning by using unlabeled data. While prompting has emerged as a promising paradigm for few-sho...