LLM-Based Automatic Metamorphic Test Case Generation for LLM Fairness Testing
As Large Language Models (LLMs) are used more widely, it has become important to evaluate their fairness and prevent biased responses to sensitive attributes. A major challenge in fairness evaluation is the oracle problem, where the lack of a clear ground truth makes it hard to assess outputs with traditional testing....