2025
LLMs are Biased Teachers: Evaluating LLM Bias in Personalized Education
NAACL 2025findings
With the increasing adoption of large language models (LLMs) in education, concerns about inherent biases in these models have gained prominence. We evaluate LLMs for bias in the personalized educational setting, specifically focusing on the models’ roles as “teachers.” We reveal significant biases…