Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models

Christopher Schröder, Gerhard Heyer

Active learning is an iterative labeling process that is used to obtain a small labeled subset, despite the absence of labeled data, thereby enabling to train a model for supervise…