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FairFund-Bench: Evaluating Distributive Bias in LLM Resource Allocation
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
Researchers introduced FairFund-Bench, demonstrating that LLM bias evaluations are highly sensitive and inconsistent based on audit formats.