Abstract Stance detection (StD) aims to detect an author’s stance towards a certain topic and has become key component in applications like fake news detection, claim validation, or argument search. However, while is easily detected by humans, machine learning (ML) models are clearly falling short of this task. Given the major differences dataset sizes framing StD (e.g. number classes inputs), ...