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cs.CL2026
ChildSafeAds Shared Task 2026: Commercial Content in Child-Facing YouTube Videos
Thales Bertaglia, Catalina Goanta, Gerasimos Spanakis +1
ChildSafeAds is a shared task on commercial content in YouTube videos likely to reach children and teenagers. It contains 3,360 videos from 939 channels. Each instance begins with…
cs.CL2025
On Fact and Frequency: LLM Responses to Misinformation Expressed with Uncertainty
Yana van de Sande, Gunes Açar, Thabo van Woudenberg +1
We study LLM judgments of misinformation expressed with uncertainty. Our experiments study the response of three widely used LLMs (GPT-4o, LlaMA3, DeepSeek-v2) to misinformation pr…