Different Demographic Cues Yield Inconsistent Conclusions About LLM Personalization and Bias

Manuel Tonneau, Neil K. R. Seghal, Niyati Malhotra +7

Demographic cue-based evaluation is widely used to study how large language models (LLMs) adapt their responses to signaled demographic attributes within and across groups. This ap…