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AI · January 11, 2021

Profanity & Toxicity Detection

Profanity & toxicity detection for user-generated content

Profanity & Toxicity Detection launched on January 11, 2021 with 60 votes, #809 of 3,157 launches that month and more than 50% of that year's launches. The site was still online in September 2026, 5 years on.

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What it does

Profanity & Toxicity Detection for User-Generated Content is a set of dedicated semantic models regarding toxic and aggressive content. It was made on a various type of user-generated content (comments, forums, tweets, fb, etc.).

Profanity & Toxicity Detection for User-Generated Content - Language Understanding API designed to detect profanities, toxicities, severe toxicities, obscene texts, insults, threats, and identity hate. For more info, visit our website: http://unicornnlp.com/?Profanity-Detection-User-Generated-Content APIDoc: http://unicornnlp.com/?API-Documentation-Profanity-Toxicity-Detection-User-Generated-Conte

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  • The Profanity APIJan 2026 · the-profanity-api.com · ▲9

    The problem with existing content moderation: Every developer who's built profanity filtering knows the frustration. Traditional filters either flag "assistant" because it contains "ass," or miss obviously toxic content because they're just matching keywords. They can't tell the difference between "I'll destroy you in this game" (friendly trash talk) and an actual threat. How The Profanity API solves this: I built a 5-layer detection pipeline that analyzes content progressively: Blocklist (L0): Your custom blocklist for instant flagging Static (L1): Exact match against known profanity…

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