ChildSafeAds Shared Task 2026: Commercial Content in Child-Facing YouTube Videos

arXiv:2608.19165 · cs.CL, cs.CY · Submitted 2026-08-19 · Read on arXiv

cs.CL, cs.CY

Submitted: 2026-08-19

Updated: 2026-09-26

Terminology

• Benchmark — 8× in this paper · explained in 2 episodes
• Accuracy — 2× in this paper · explained in 1 episode
• Annotator Agreement — 2× in this paper · explained in 1 episode
• Digital Services Act — 2× in this paper
• Accountability — 1× in this paper · explained in 2 episodes
• Grounding — 1× in this paper · explained in 3 episodes
• Selection Bias — 1× in this paper · explained in 4 episodes
• Unfair Commercial Practices Directive — 1× in this paper

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