Human in the loop: How to effectively create coherent topics by manually labeling only a few documents per class

Anton Thielmann, Christoph Weisser, Benjamin Säfken

Few-shot methods for accurate modeling under sparse label-settings have improved significantly. However, the applications of few-shot modeling in natural language processing remain…