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Correcting Prompt Dependence in LLM Benchmarks: A Bayesian Hierarchical Model with Embedding-Space Clustering
用贝叶斯层次模型结合嵌入空间聚类，从根源上修正LLM基准测试的提示敏感性，让模型评估更公平可靠。
arXiv:2510.05709v2 Announce Type: replace-cross Abstract: LLM benchmarking metrics often misstate performance and uncertainty as they rely on two assu…