African American English
PulseAugur coverage of African American English — every cluster mentioning African American English across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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AI safety systems fail by focusing on words, not intent, study finds
A new arXiv paper argues that automated safety systems for AI models often fail because they focus on lexical content rather than the actual behavior or intent of a message. The research highlights how these systems can…
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LLMs rewrite African American English to Standard American English, new study finds
A new research paper details how large language models (LLMs) systematically alter African American English (AAE) into Standard American English (SAE), effectively rewriting the dialect. The study introduces a framework…
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Speech models encode African American English consonant cluster reduction
Researchers have investigated how speech models like wav2vec 2.0 and Whisper represent consonant cluster reduction (CCR) in African American English (AAE). The study found that both models can accurately distinguish bet…
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AI toxicity models show bias against African-American English
A new research paper introduces an interactive tool designed to demonstrate dialectal bias in AI toxicity models. The study found that a widely used toxicity model scored African-American English text as significantly m…