Relative Bias: A Comparative Framework for Quantifying Bias in LLMs

22 May 2025

Papers citing "Relative Bias: A Comparative Framework for Quantifying Bias in LLMs"

16 / 16 papers shown

Title
A Human-AI Comparative Analysis of Prompt Sensitivity in LLM-Based Relevance Judgment Negar Arabzadeh Charles L. A. Clarke 58 3 0 16 Apr 2025
Order Matters in Hallucination: Reasoning Order as Benchmark and Reflexive Prompting for Large-Language-Models Zikai Xie HILM LRM 80 7 0 09 Aug 2024
OR-Bench: An Over-Refusal Benchmark for Large Language Models Justin Cui Wei-Lin Chiang Ion Stoica Cho-Jui Hsieh ALM 75 45 0 31 May 2024
Disclosure and Mitigation of Gender Bias in LLMs Xiangjue Dong Yibo Wang Philip S. Yu James Caverlee 24 35 0 17 Feb 2024
Wider and Deeper LLM Networks are Fairer LLM Evaluators Xinghua Zhang Yu Bowen Haiyang Yu Yangyu Lv Tingwen Liu Fei Huang Hongbo Xu Yongbin Li ALM 98 87 0 03 Aug 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 252 4,186 0 09 Jun 2023
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback Yann Dubois Xuechen Li Rohan Taori Tianyi Zhang Ishaan Gulrajani Jimmy Ba Carlos Guestrin Percy Liang Tatsunori B. Hashimoto ALM 102 581 0 22 May 2023
A Robust Bias Mitigation Procedure Based on the Stereotype Content Model Eddie L. Ungless Amy Rafferty Hrichika Nag Bjorn Ross 28 30 0 26 Oct 2022
Toy Models of Superposition Nelson Elhage Tristan Hume Catherine Olsson Nicholas Schiefer T. Henighan ... Sam McCandlish Jared Kaplan Dario Amodei Martin Wattenberg C. Olah AAML MILM 150 351 0 21 Sep 2022
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models Jianmo Ni Gustavo Hernández Ábrego Noah Constant Ji Ma Keith B. Hall Daniel Cer Yinfei Yang 140 541 0 19 Aug 2021
Debiasing Pre-trained Contextualised Embeddings Masahiro Kaneko Danushka Bollegala 231 140 0 23 Jan 2021
Measuring and Reducing Gendered Correlations in Pre-trained Models Kellie Webster Xuezhi Wang Ian Tenney Alex Beutel Emily Pitler Ellie Pavlick Jilin Chen Ed Chi Slav Petrov FaML 62 256 0 12 Oct 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 514 41,106 0 28 May 2020
Does Gender Matter? Towards Fairness in Dialogue Systems Haochen Liu Jamell Dacon Wenqi Fan Hui Liu Zitao Liu Jiliang Tang 107 144 0 16 Oct 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 729 11,979 0 27 Aug 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.1K 93,936 0 11 Oct 2018