2025 "llm-as-a-judge" Papers

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Beyond the Surface: Enhancing LLM-as-a-Judge Alignment with Human via Internal Representations

Peng Lai, Jianjie Zheng, Sijie Cheng et al.

NeurIPS 2025posterarXiv:2508.03550

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

Jiayi Ye, Yanbo Wang, Yue Huang et al.

ICLR 2025posterarXiv:2410.02736

MM-OPERA: Benchmarking Open-ended Association Reasoning for Large Vision-Language Models

Zimeng Huang, Jinxin Ke, Xiaoxuan Fan et al.

NeurIPS 2025posterarXiv:2510.26937

ReMA: Learning to Meta-Think for LLMs with Multi-agent Reinforcement Learning

Ziyu Wan, Yunxiang Li, Xiaoyu Wen et al.

NeurIPS 2025posterarXiv:2503.09501

SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal

Tinghao Xie, Xiangyu Qi, Yi Zeng et al.

ICLR 2025posterarXiv:2406.14598

Why Do Multi-Agent LLM Systems Fail?

Mert Cemri, Melissa Z Pan, Shuyi Yang et al.

NeurIPS 2025spotlightarXiv:2503.13657