Anton F. Thielmann

Human in the Loop: How to Effectively Create Coherent Topics by Manually Labeling Only a Few Documents per Class

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 solely in the field of document classification. With recent performance improvements, supervised few-shot methods, comb…