Online Moderation with Language Models. Given a comment from a subreddit r/changemyview, the preceding context, and community rules, we compare LLMs and SLMs on moderation performance.

Online Moderation with Language Models. Given a comment from a subreddit r/changemyview, the preceding context, and community rules, we compare LLMs and SLMs on moderation performance.

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Large language models (LLMs) have shown promise in many natural language understanding tasks, including content moderation. However, these models can be expensive to query in real-time and do not allow for a community-specific approach to content moderation. To address these challenges, we explore the use of open-source small language models (SLMs)...

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