LLM zero-shot analysis of 20M Twitch messages finds 2.4% toxicity overall, varying by genre (MOBA 3.2%, sports 2%) and individual game.
Unified game moderation: Soft- prompting and llm-assisted label transfer for resource-efficient toxicity detection,
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Toxicity in Twitch Chats: An LLM-Based Analysis Across Gaming Communities
LLM zero-shot analysis of 20M Twitch messages finds 2.4% toxicity overall, varying by genre (MOBA 3.2%, sports 2%) and individual game.