3 citations · 4 across the 4 of their papers we have counts for
5 papers
Definitional Sensitivity in Media Bias Detection: A Multi-Definition Dataset and Benchmark
Martin Wessel, Timo Spinde, Jürgen Pfeffer +1
Media bias detection relies on definitions and examples that specify what counts as bias, yet these specifications often vary across datasets or remain implicit, even when given th…
More Skin, More Likes! Measuring Child Exposure and User Engagement on TikTok
Miriam Schirmer, Angelina Voggenreiter, Jürgen Pfeffer
Sharenting, the practice of parents sharing content about their children on social media platforms, has become increasingly common, raising concerns about children's privacy and sa…
The Language of Trauma: Modeling Traumatic Event Descriptions Across Domains with Explainable AI
Miriam Schirmer, Tobias Leemann, Gjergji Kasneci +2
Psychological trauma can manifest following various distressing events and is captured in diverse online contexts. However, studies traditionally focus on a single aspect of trauma…
Close to Human-Level Agreement: Tracing Journeys of Violent Speech in Incel Posts with GPT-4-Enhanced Annotations
Daniel Matter, Miriam Schirmer, Nir Grinberg +1
This study investigates the prevalence of violent language on incels.is. It evaluates GPT models (GPT-3.5 and GPT-4) for content analysis in social sciences, focusing on the impact…
SPIN: Sparsifying and Integrating Internal Neurons in Large Language Models for Text Classification
Difan Jiao, Yilun Liu, Zhenwei Tang +3
Among the many tasks that Large Language Models (LLMs) have revolutionized is text classification. Current text classification paradigms, however, rely solely on the output of the…