Qistas Protocol Introduces Portable, Pre-Registered Framework for LLM Fairness Evaluation
A new pre-registered protocol called Qistas aims to evaluate LLM fairness across languages and social categories, addressing the English- and US-centric bias of existing benchmarks.
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- 2026-11-02 05:00 · arXiv cs.CL
Qistas: A Pre-Registered, Portable Protocol for Fairness Evaluation of Large Language Models