"evaluation reliability" Papers

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AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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Distributional LLM-as-a-Judge

Luyu Chen, Zeyu Zhang, Haoran Tan et al.

NEURIPS 2025

Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge

Jiayi Ye, Yanbo Wang, Yue Huang et al.

ICLR 2025arXiv:2410.02736
229
citations

xFinder: Large Language Models as Automated Evaluators for Reliable Evaluation

Qingchen Yu, Zifan Zheng, Shichao Song et al.

ICLR 2025arXiv:2405.11874
15
citations

Better than Random: Reliable NLG Human Evaluation with Constrained Active Sampling

Jie Ruan, Xiao Pu, Mingqi Gao et al.

AAAI 2024paperarXiv:2406.07967
8
citations