JudgeLM: Fine-tuned Large Language Models are Scalable Judges

v1v2 (latest)

JudgeLM: Fine-tuned Large Language Models are Scalable Judges

26 October 2023

ArXiv (abs)PDF HTML

Papers citing "JudgeLM: Fine-tuned Large Language Models are Scalable Judges"

10 / 110 papers shown

Title
Self-Evaluation of Large Language Model based on Glass-box Features Hui Huang Yingqi Qu Jing Liu Muyun Yang Tiejun Zhao 39 2 0 07 Mar 2024
Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment Vyas Raina Adian Liusie Mark Gales AAML ELM 94 63 0 21 Feb 2024
Ranking Large Language Models without Ground Truth Amit Dhurandhar Rahul Nair Moninder Singh Elizabeth M. Daly Karthikeyan N. Ramamurthy HILM ALM ELM 110 7 0 21 Feb 2024
TreeEval: Benchmark-Free Evaluation of Large Language Models through Tree Planning Xiang Li Yunshi Lan Chao Yang ELM 63 11 0 20 Feb 2024
Enabling Weak LLMs to Judge Response Reliability via Meta Ranking Zijun Liu Boqun Kou Peng Li Ming Yan Ji Zhang Fei Huang Yang Liu 106 3 0 19 Feb 2024
Higher Layers Need More LoRA Experts Chongyang Gao Kezhen Chen Jinmeng Rao Baochen Sun Ruibo Liu Daiyi Peng Yawen Zhang Xiaoyuan Guo Jie Yang V. Subrahmanian MoE 54 54 0 13 Feb 2024
LLM-based NLG Evaluation: Current Status and Challenges Mingqi Gao Xinyu Hu Jie Ruan Xiao Pu Xiaojun Wan ELM LM&MA 215 41 0 02 Feb 2024
RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture M. A. D. L. Balaguer Vinamra Benara Renato Luiz de Freitas Cunha Roberto de M. Estevao Filho Todd Hendry ... Morris Sharp B. Silva Swati Sharma Vijay Aski Ranveer Chandra FaML 117 92 0 16 Jan 2024
Learning by Self-Explaining Wolfgang Stammer Felix Friedrich David Steinmann Manuel Brack Hikaru Shindo Kristian Kersting 138 12 0 15 Sep 2023
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct Haipeng Luo Qingfeng Sun Can Xu Pu Zhao Jian-Guang Lou ... Xiubo Geng Qingwei Lin Shifeng Chen Yansong Tang Dongmei Zhang LRM OSLM 303 468 0 18 Aug 2023