Unbiased Evaluation of Large Language Models from a Causal Perspective

Meilin Chen, Jian Tian, Liang Ma +3

Benchmark contamination has become a significant concern in the LLM evaluation community. Previous Agents-as-an-Evaluator address this issue by involving agents in the generation o…