EduFair-Bench: Evaluating Pedagogical Fairness of LLM Tutors Across Student Demographics
EduFair-Bench is introduced, a benchmark for auditing the pedagogical fairness of LLM tutors---whether tutoring quality varies systematically with student demographics, and it is found that model capability and demographic fairness are largely orthogonal.
Jiaxu Zhao, Bahar Radmehr, Fares Fawzi et al.
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