Can Fairness Be Prompted? Prompt-Based Debiasing Strategies in High-Stakes Recommendations

Mihaela Rotar, Theresia Veronika Rampisela, Maria Maistro

Large Language Models (LLMs) can infer sensitive attributes such as gender or age from indirect cues like names and pronouns, potentially biasing recommendations. While several deb…