4 papers
You Frame It: How Conceptual Representations Shape LLM Detection and Reasoning about Antisemitism
Katharina Soemer, Helena MihaljeviÄ
LLMs enable the integration of external conceptual resources at inference time, creating new opportunities for detecting ideologically and historically complex phenomena such as an…
SurfaceAI: Automated creation of cohesive road surface quality datasets based on open street-level imagery
Alexandra Kapp, Edith Hoffmann, Esther Weigmann +1
This paper introduces SurfaceAI, a pipeline designed to generate comprehensive georeferenced datasets on road surface type and quality from openly available street-level imagery. T…
StreetSurfaceVis: a dataset of crowdsourced street-level imagery annotated by road surface type and quality
Alexandra Kapp, Edith Hoffmann, Esther Weigmann +1
Road unevenness significantly impacts the safety and comfort of traffic participants, especially vulnerable groups such as cyclists and wheelchair users. To train models for compre…
Detection of Conspiracy Theories Beyond Keyword Bias in German-Language Telegram Using Large Language Models
Milena Pustet, Elisabeth Steffen, Helena MihaljeviÄ
The automated detection of conspiracy theories online typically relies on supervised learning. However, creating respective training data requires expertise, time and mental resili…