XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners

1 code implementation • 9 Oct 2023 • Yun Luo, Zhen Yang, Fandong Meng, Yingjie Li, Fang Guo, Qinglin Qi, Jie zhou, Yue Zhang

Active learning (AL), which aims to construct an effective training set by iteratively curating the most formative unlabeled data for annotation, has been widely used in low-resource tasks.

Active Learning text-classification +1