LLMs Silently Correct African American English: Auditing and Mitigating Dialect Bias via Activation Steering
arXiv:2607.06845v1 Announce Type: new Abstract: African American English (AAE), a rule-governed dialect spoken by over 30 million people, is routinely misinterpreted and 'corrected' by large language