PromptAL: Sample-Aware Dynamic Soft Prompts for Few-Shot Active Learning

Hui Xiang, Jinqiao Shi, Ting Zhang +3

Active learning (AL) aims to optimize model training and reduce annotation costs by selecting the most informative samples for labeling. Typically, AL methods rely on the empirical…