A Scalable Entity-Based Framework for Auditing Bias in Large Language Models.

arXiv:2601.12374v3 Announce Type: replace-cross Abstract: Existing approaches to bias evaluation in large language models (LLMs) trade ecological validity for statistical control, relying either on artificial prompts that poorly reflect real-world use or on na