Safeguarding Children at Scale: Cost-Effective Multimodal LLM Detection of Inappropriate YouTube Advertising.

Eman Nabeel, Haleema Jamil, Shizza Asher, Zaeem Mohtashim Khan, Nida Tanveer, Ihsan Ayyub Qazi, Zafar Ayyub Qazi

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