Dialogue for Prompting: a Policy-Gradient-Based Discrete Prompt Generation for Few-shot Learning

1 code implementation • 14 Aug 2023 • Chengzhengxu Li, Xiaoming Liu, Yichen Wang, Duyi Li, Yu Lan, Chao Shen

However, prior discrete prompt optimization methods require expert knowledge to design the base prompt set and identify high-quality prompts, which is costly, inefficient, and subjective.

Few-Shot Learning Reinforcement Learning (RL)