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LLMs Generate Covert Racism Based on Dialect Features

Beyond excited to share that this is now out in @Nature! We show that despite efforts to remove overt racial bias, LLMs generate covertly racist decisions about people based on their dialect. Joint work with amazing co-authors @ria_kalluri, @jurafsky, and Sharese King. Valentin Hofmann (@vjhofmann) ๐Ÿ’ฅ New paper ๐Ÿ’ฅ We discover a form of covert racism in LLMs that is triggered by dialect features alone, with massive harms for affected groups. For example, GPT-4 is more likely to suggest that defendants be sentenced to death when they speak African American English. ๐Ÿงต โ€” https://nitter.net/vjhofmann/status/1764687418626576445#m

โ†’ View original post on X โ€” @jurafsky, 2024-08-29 14:21 UTC

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