Design a method to evaluate the fairness of an LLM in diverse demographic contexts.
Instruction: Propose an evaluation framework or methodology for assessing the fairness of LLMs across different demographic groups.
Context: This question assesses the candidate's ability to devise a comprehensive method for evaluating the equity and bias of LLM outputs, ensuring fairness across diverse user demographics.
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I would evaluate fairness with a scenario-based test set that spans demographic groups, linguistic styles, and task contexts likely to matter in deployment...