We will quickly hit the limits of human moderator efficaciousness as new technologies like OpenAI GPT-2 natural language generation are unleashed. However, this manual process is expensive, plus it can be emotionally tiring for humans to review the worst content. Historically, companies have employed human moderators to detect and remove content that’s inconsistent their terms of service. Troll and bot detection is a relatively new field. In this part, we’ll show you how we used machine learning to detect bots and trolls in political discussions and then mark suspicious comments on our moderator dashboard. We described how we built a dashboard to moderate suspected trolls and bots. In the first part of t his series, we covered the problem of trolls and bots on the popular site Reddit.
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