CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models

CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models

2 July 2024

Song Wang

Jundong Li

Papers citing "CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models"

9 / 9 papers shown

Title
Towards Large Language Models that Benefit for All: Benchmarking Group Fairness in Reward Models Kefan Song Jin Yao Runnan Jiang Rohan Chandra Shangtong Zhang ALM 46 0 0 10 Mar 2025
LabSafety Bench: Benchmarking LLMs on Safety Issues in Scientific Labs Yujun Zhou Jingdong Yang Kehan Guo Pin-Yu Chen Tian Gao ... Tian Gao Werner Geyer Nuno Moniz Nitesh V Chawla Xiangliang Zhang 31 4 0 18 Oct 2024
Fairness in Large Language Models: A Taxonomic Survey Zhibo Chu Zichong Wang Wenbin Zhang AILaw 27 5 0 31 Mar 2024
Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time Intervention Zhen Tan Tianlong Chen Zhenyu (Allen) Zhang Huan Liu 29 15 0 22 Dec 2023
Knowledge Editing for Large Language Models: A Survey Song Wang Yaochen Zhu Haochen Liu Zaiyi Zheng Chen Chen Jundong Li KELM 66 127 0 24 Oct 2023
Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned Deep Ganguli Liane Lovitt John Kernion Amanda Askell Yuntao Bai ... Nicholas Joseph Sam McCandlish C. Olah Jared Kaplan Jack Clark 213 327 0 23 Aug 2022
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset Eric Michael Smith Melissa Hall Melanie Kambadur Eleonora Presani Adina Williams 59 128 0 18 May 2022
BBQ: A Hand-Built Bias Benchmark for Question Answering Alicia Parrish Angelica Chen Nikita Nangia Vishakh Padmakumar Jason Phang Jana Thompson Phu Mon Htut Sam Bowman 202 364 0 15 Oct 2021
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 29,632 0 16 Jan 2013