Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models

7 April 2023

Papers citing "Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models"

50 / 116 papers shown

Title
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 89 0 0 29 Apr 2025
Benchmarking Adversarial Robustness to Bias Elicitation in Large Language Models: Scalable Automated Assessment with LLM-as-a-Judge Riccardo Cantini A. Orsino Massimo Ruggiero Domenico Talia AAML ELM 42 0 0 10 Apr 2025
Bridging LMS and Generative AI: Dynamic Course Content Integration (DCCI) for Connecting LLMs to Course Content -- The Ask ME Assistant Kovan Mzwri Márta Turcsányi-Szabo 35 0 0 04 Apr 2025
Verification of Autonomous Neural Car Control with KeYmaera X Enguerrand Prebet Samuel Teuber André Platzer 31 0 0 04 Apr 2025
Understanding the Effects of RLHF on the Quality and Detectability of LLM-Generated Texts Beining Xu Arkaitz Zubiaga DeLMO 70 0 0 23 Mar 2025
LLM Generated Persona is a Promise with a Catch Ang Li Haozhe Chen Hongseok Namkoong Tianyi Peng 57 1 0 18 Mar 2025
Exploring Bias in over 100 Text-to-Image Generative Models J. Vice Naveed Akhtar Richard I. Hartley Ajmal Saeed Mian EGVM 67 3 0 11 Mar 2025
TH-Bench: Evaluating Evading Attacks via Humanizing AI Text on Machine-Generated Text Detectors Jingyi Zheng Junfeng Wang Zhen Sun Wenhan Dong Yule Liu Xinlei He AAML 47 0 0 10 Mar 2025
Variance reduction in output from generative AI Yu Xie Yueqi Xie 36 0 0 02 Mar 2025
Encoding Inequity: Examining Demographic Bias in LLM-Driven Robot Caregiving Raj Korpan 39 0 0 24 Feb 2025
Unbiased Evaluation of Large Language Models from a Causal Perspective Meilin Chen Jian Tian Liang Ma Di Xie Weijie Chen Jiang Zhu ALM ELM 54 0 0 10 Feb 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou X. Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 61 18 0 31 Dec 2024
Large-scale moral machine experiment on large language models Muhammad Shahrul Zaim bin Ahmad Kazuhiro Takemoto ELM AILaw 36 1 1 31 Dec 2024
Bias in Large Language Models: Origin, Evaluation, and Mitigation Yufei Guo Muzhe Guo Juntao Su Zhou Yang Mengqiu Zhu Hongfei Li Mengyang Qiu Shuo Shuo Liu AILaw 30 9 0 16 Nov 2024
Is GPT-4 Less Politically Biased than GPT-3.5? A Renewed Investigation of ChatGPT's Political Biases Erik Weber Jérôme Rutinowski Niklas Jost Markus Pauly 20 0 0 28 Oct 2024
$$\textit{Who Speaks Matters}$: Analysing the Influence of the Speaker's Ethnicity on Hate Classification$ $\textit{Who Speaks Matters}$ : Analysing the Influence of the Speaker's Ethnicity on Hate Classification Ananya Malik Kartik Sharma Lynnette Hui Xian Ng Shaily Bhatt 29 0 0 27 Oct 2024
Boardwalk Empire: How Generative AI is Revolutionizing Economic Paradigms Subramanyam Sahoo Kamlesh Dutta 33 1 0 19 Oct 2024
The Dynamics of Social Conventions in LLM populations: Spontaneous Emergence, Collective Biases and Tipping Points Ariel Flint Ashery L. Aiello Andrea Baronchelli AI4CE 45 2 0 11 Oct 2024
Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge Jiayi Ye Yanbo Wang Yue Huang Dongping Chen Qihui Zhang ... Werner Geyer Chao Huang Pin-Yu Chen Nitesh V. Chawla Xiangliang Zhang ELM 35 45 0 03 Oct 2024
'Since Lawyers are Males..': Examining Implicit Gender Bias in Hindi Language Generation by LLMs Ishika Joshi Ishita Gupta Adrita Dey Tapan Parikh AI4CE 30 2 0 20 Sep 2024
Semantics Preserving Emoji Recommendation with Large Language Models Zhongyi Qiu Kangyi Qiu Hanjia Lyu Wei Xiong Jiebo Luo 52 0 0 16 Sep 2024
Defining and Evaluating Decision and Composite Risk in Language Models Applied to Natural Language Inference Ke Shen Mayank Kejriwal 37 0 0 04 Aug 2024
ABC Align: Large Language Model Alignment for Safety & Accuracy Gareth Seneque Lap-Hang Ho Peter W. Glynn Yinyu Ye Jeffrey Molendijk 41 1 0 01 Aug 2024
The Sociolinguistic Foundations of Language Modeling Jack Grieve Sara Bartl Matteo Fuoli Jason Grafmiller Weihang Huang A. Jawerbaum Akira Murakami Marcus Perlman Dana Roemling Bodo Winter 38 7 0 12 Jul 2024
Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias Elicitation Riccardo Cantini Giada Cosenza A. Orsino Domenico Talia AAML 55 5 0 11 Jul 2024
Large Language Models for Wearable Sensor-Based Human Activity Recognition, Health Monitoring, and Behavioral Modeling: A Survey of Early Trends, Datasets, and Challenges Emilio Ferrara LM&MA 39 13 0 09 Jul 2024
Surprising gender biases in GPT Raluca Alexandra Fulgu Valerio Capraro 21 5 0 08 Jul 2024
ElecBench: a Power Dispatch Evaluation Benchmark for Large Language Models Xiyuan Zhou Huan Zhao Yuheng Cheng Yuji Cao Gaoqi Liang Guolong Liu Wenxuan Liu Yan Xu Junhua Zhao ELM 38 6 0 07 Jul 2024
CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models Song Wang Peng Wang Tong Zhou Yushun Dong Zhen Tan Jundong Li CoGe 56 7 0 02 Jul 2024
Evaluation of Bias Towards Medical Professionals in Large Language Models Xi Chen Yang Xu M. You Li Wang Weizhi Liu Jian Li 32 0 0 30 Jun 2024
Evaluation of Large Language Models: STEM education and Gender Stereotypes Smilla Due Sneha Das Marianne Andersen Berta Plandolit López Sniff Andersen Nexø Line Clemmensen 39 1 0 14 Jun 2024
Evaluating Contextually Personalized Programming Exercises Created with Generative AI E. Logacheva Arto Hellas James Prather Sami Sarsa Juho Leinonen 29 10 0 11 Jun 2024
Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas Chengyuan Deng Yiqun Duan Xin Jin Heng Chang Yijun Tian ... Kuofeng Gao Sihong He Jun Zhuang Lu Cheng Haohan Wang AILaw 40 16 0 08 Jun 2024
A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions Lei Liu Xiaoyan Yang Junchi Lei Xiaoyang Liu Yue Shen ... Peng Wei Jinjie Gu Zhixuan Chu Zhan Qin Kui Ren LM&MA AILaw 46 14 0 06 Jun 2024
IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models David Ifeoluwa Adelani Jessica Ojo Israel Abebe Azime Jian Yun Zhuang Jesujoba Oluwadara Alabi ... Salomey Osei Sokhar Samb Tadesse Kebede Guge Pontus Stenetorp Pontus Stenetorp ELM 62 7 0 05 Jun 2024
The Life Cycle of Large Language Models: A Review of Biases in Education Jinsook Lee Yann Hicke Renzhe Yu Christopher A. Brooks René F. Kizilcec AI4Ed 34 1 0 03 Jun 2024
Expert-Guided Extinction of Toxic Tokens for Debiased Generation Xueyao Sun Kaize Shi Haoran Tang Guandong Xu Qing Li MU 43 1 0 29 May 2024
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models Peng Wang Zexi Li Ningyu Zhang Ziwen Xu Yunzhi Yao Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen KELM CLL 47 20 0 23 May 2024
Sociotechnical Implications of Generative Artificial Intelligence for Information Access Bhaskar Mitra Henriette Cramer Olya Gurevich 50 2 0 19 May 2024
Binary Hypothesis Testing for Softmax Models and Leverage Score Models Yeqi Gao Yuzhou Gu Zhao-quan Song 33 0 0 09 May 2024
Influence of Solution Efficiency and Valence of Instruction on Additive and Subtractive Solution Strategies in Humans and GPT-4 Lydia Uhler Verena Jordan Jürgen Buder Markus Huff F. Papenmeier 38 0 0 25 Apr 2024
A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry Yining Huang Keke Tang Meilian Chen Boyuan Wang ELM LM&MA 26 14 0 24 Apr 2024
Beyond Human Norms: Unveiling Unique Values of Large Language Models through Interdisciplinary Approaches Pablo Biedma Xiaoyuan Yi Linus Huang Maosong Sun Xing Xie PILM 37 3 0 19 Apr 2024
RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs Shreyas Chaudhari Pranjal Aggarwal Vishvak Murahari Tanmay Rajpurohit A. Kalyan Karthik Narasimhan A. Deshpande Bruno Castro da Silva 26 34 0 12 Apr 2024
Will the Real Linda Please Stand up...to Large Language Models? Examining the Representativeness Heuristic in LLMs Pengda Wang Zilin Xiao Hanjie Chen Frederick L. Oswald 31 6 0 01 Apr 2024
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias Yuemei Xu Ling Hu Jiayi Zhao Zihan Qiu Yuqi Ye Hanwen Gu LRM 27 36 0 01 Apr 2024
Fairness in Large Language Models: A Taxonomic Survey Zhibo Chu Zichong Wang Wenbin Zhang AILaw 43 32 0 31 Mar 2024
Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods Yuji Cao Huan Zhao Yuheng Cheng Ting Shu Guolong Liu Gaoqi Liang Junhua Zhao Yun Li LLMAG KELM OffRL LM&Ro 35 49 0 30 Mar 2024
The Strong Pull of Prior Knowledge in Large Language Models and Its Impact on Emotion Recognition Georgios Chochlakis Alexandros Potamianos Kristina Lerman Shrikanth Narayanan 32 5 0 25 Mar 2024
Locating and Mitigating Gender Bias in Large Language Models Yuchen Cai Ding Cao Rongxi Guo Yaqin Wen Guiquan Liu Enhong Chen 32 5 0 21 Mar 2024