User Feedback Boosts Media-Bias Dataset Accuracy in NewsUnfold Evaluation

NewsUnfold’s user study shows strong engagement, high-quality bias annotations, and a 26% improvement in inter-annotator agreement. Expert validation confirms label reliability, while merged datasets deliver better classifier performance. UX survey responses highlight ease of use, increased critical reading, and areas to refine tutorial flow and highlight calibration.