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Our paper Prompt and Prejudice investigates the impact of using first names in Large Language Models (LLMs) and Vision Language Models (VLMs), particularly when prompted with ethical decision-making tasks.
This paper presents a rigorous approach to investigating the impact of demographic information, specifically first names, on the ethical decision-making capabilities of large language models and vision language models.