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Explore the challenges and solutions of AI-driven content moderation at scale in this 43-minute conference talk from EuroPython 2022. Delve into the complexities of moderating online content across multiple typologies and languages, with a focus on hate speech, explicit material, violence, bullying, and spam. Learn why text content moderation is difficult, discover available open-source datasets and pre-trained models, and understand their limitations. Gain insights into effective data labeling strategies, leveraging open data and models, and building multi-language support. Presented by Raghotham Sripadraj and Ryan Roggenkemper from PayPal, this talk offers valuable knowledge for those interested in implementing AI-powered content moderation systems in diverse online environments.
