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
AI Robots and Humanoid AI: Review, Perspectives and Directions Longbing Cao 39 6 0 19 Mar 2024
Evaluating LLMs for Gender Disparities in Notable Persons L. Rhue Sofie Goethals Arun Sundararajan 52 4 0 14 Mar 2024
Few-Shot Fairness: Unveiling LLM's Potential for Fairness-Aware Classification Garima Chhikara Anurag Sharma Kripabandhu Ghosh Abhijnan Chakraborty 39 14 0 28 Feb 2024
Aligning Large Language Models to a Domain-specific Graph Database Yuanyuan Liang Keren Tan Tingyu Xie Wenbiao Tao Siyuan Wang Yunshi Lan Weining Qian 46 7 0 26 Feb 2024
Exploring ChatGPT and its Impact on Society Md. Asraful Haque Shuai Li SILM 35 25 0 21 Feb 2024
Exploring the Impact of AI Value Alignment in Collaborative Ideation: Effects on Perception, Ownership, and Output Alicia Guo Pat Pataranutaporn Pattie Maes 29 13 0 20 Feb 2024
I Am Not Them: Fluid Identities and Persistent Out-group Bias in Large Language Models Wenchao Dong Assem Zhunis Hyojin Chin Jiyoung Han Meeyoung Cha 32 2 0 16 Feb 2024
Advancing Legal Reasoning: The Integration of AI to Navigate Complexities and Biases in Global Jurisprudence with Semi-Automated Arbitration Processes (SAAPs) Michael De'Shazer 16 1 0 06 Feb 2024
Behind the Screen: Investigating ChatGPT's Dark Personality Traits and Conspiracy Beliefs Erik Weber Jérôme Rutinowski Markus Pauly 31 2 0 06 Feb 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong Zujie Wen Ke Xu Qi Li 57 56 0 11 Jan 2024
Understanding LLMs: A Comprehensive Overview from Training to Inference Yi-Hsueh Liu Haoyang He Tianle Han Xu-Yao Zhang Mengyuan Liu ... Xintao Hu Tuo Zhang Ning Qiang Tianming Liu Bao Ge SyDa 35 65 0 04 Jan 2024
A Novel Evaluation Framework for Assessing Resilience Against Prompt Injection Attacks in Large Language Models Daniel Wankit Yip Aysan Esmradi C. Chan AAML 28 11 0 02 Jan 2024
From Bytes to Biases: Investigating the Cultural Self-Perception of Large Language Models Wolfgang Messner Tatum Greene Josephine Matalone 30 4 0 21 Dec 2023
Quantifying Bias in Text-to-Image Generative Models J. Vice Naveed Akhtar Richard I. Hartley Ajmal Saeed Mian 27 10 0 20 Dec 2023
Cultural Bias and Cultural Alignment of Large Language Models Yan Tao Olga Viberg Ryan S. Baker René F. Kizilcec ELM 23 74 0 23 Nov 2023
Sequencing Matters: A Generate-Retrieve-Generate Model for Building Conversational Agents Quinn Patwardhan Grace Hui Yang 21 0 0 16 Nov 2023
Health Disparities through Generative AI Models: A Comparison Study Using A Domain Specific large language model Yohn Jairo Parra Bautista Vinicious Lima Carlos Theran Richard A. Aló LM&MA 9 4 0 23 Oct 2023
Automated Claim Matching with Large Language Models: Empowering Fact-Checkers in the Fight Against Misinformation Eun Cheol Choi Emilio Ferrara 31 17 0 13 Oct 2023
Factuality Challenges in the Era of Large Language Models Isabelle Augenstein Timothy Baldwin Meeyoung Cha Tanmoy Chakraborty Giovanni Luca Ciampaglia ... Rubén Míguez Preslav Nakov Dietram A. Scheufele Shivam Sharma Giovanni Zagni HILM 34 31 0 08 Oct 2023
A Formalism and Approach for Improving Robustness of Large Language Models Using Risk-Adjusted Confidence Scores Ke Shen Mayank Kejriwal 14 2 0 05 Oct 2023
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use Yue Huang Jiawen Shi Yuan Li Chenrui Fan Siyuan Wu ... Yixin Liu Pan Zhou Yao Wan Neil Zhenqiang Gong Lichao Sun LLMAG 40 81 0 04 Oct 2023
DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models Yongchan Kwon Eric Wu K. Wu James Zou DiffM TDI 20 53 0 02 Oct 2023
GenAI Against Humanity: Nefarious Applications of Generative Artificial Intelligence and Large Language Models Emilio Ferrara 22 98 0 01 Oct 2023
Open-Sourcing Highly Capable Foundation Models: An evaluation of risks, benefits, and alternative methods for pursuing open-source objectives Elizabeth Seger Noemi Dreksler Richard Moulange Emily Dardaman Jonas Schuett ... Emma Bluemke Michael Aird Patrick Levermore Julian Hazell Abhishek Gupta 20 40 0 29 Sep 2023
ChatGPT Performance on Standardized Testing Exam -- A Proposed Strategy for Learners Umer Farooq S. Anwar 4 3 0 25 Sep 2023
People's Perceptions Toward Bias and Related Concepts in Large Language Models: A Systematic Review Lu Wang Max Song R. Rezapour Bum Chul Kwon Jina Huh-Yoo AI4CE 30 1 0 25 Sep 2023
Public Perceptions of Gender Bias in Large Language Models: Cases of ChatGPT and Ernie Kyrie Zhixuan Zhou M. Sanfilippo 20 11 0 17 Sep 2023
Multimodal Multi-Hop Question Answering Through a Conversation Between Tools and Efficiently Finetuned Large Language Models Hossein Rajabzadeh Suyuchen Wang Hyock Ju Kwon Bang Liu KELM 29 3 0 16 Sep 2023
Bias and Fairness in Chatbots: An Overview Jintang Xue Yun Cheng Wang Chengwei Wei Xiaofeng Liu Jonghye Woo C.-C. Jay Kuo 36 29 0 16 Sep 2023
A Fast Optimization View: Reformulating Single Layer Attention in LLM Based on Tensor and SVM Trick, and Solving It in Matrix Multiplication Time Yeqi Gao Zhao-quan Song Weixin Wang Junze Yin 20 25 0 14 Sep 2023
Generative AI Stefan Feuerriegel Jochen Hartmann Christian Janiesch Patrick Zschech 42 546 0 13 Sep 2023
The Moral Machine Experiment on Large Language Models Kazuhiro Takemoto 19 19 0 12 Sep 2023
FuzzLLM: A Novel and Universal Fuzzing Framework for Proactively Discovering Jailbreak Vulnerabilities in Large Language Models Dongyu Yao Jianshu Zhang Ian G. Harris Marcel Carlsson 24 30 0 11 Sep 2023
A Critical Examination of the Ethics of AI-Mediated Peer Review L. Schintler C. McNeely James Witte 6 7 0 02 Sep 2023
Bias and Fairness in Large Language Models: A Survey Isabel O. Gallegos Ryan A. Rossi Joe Barrow Md Mehrab Tanjim Sungchul Kim Franck Dernoncourt Tong Yu Ruiyi Zhang Nesreen Ahmed AILaw 26 490 0 02 Sep 2023
Ethical Framework for Harnessing the Power of AI in Healthcare and Beyond Sidra Nasir Rizwan Ahmed Khan Samita Bai 22 29 0 31 Aug 2023
Do-Not-Answer: A Dataset for Evaluating Safeguards in LLMs Yuxia Wang Haonan Li Xudong Han Preslav Nakov Timothy Baldwin 52 102 0 25 Aug 2023
A Survey on Fairness in Large Language Models Yingji Li Mengnan Du Rui Song Xin Wang Ying Wang ALM 52 59 0 20 Aug 2023
An Autoethnographic Case Study of Generative Artificial Intelligence's Utility for Accessibility Kate Glazko Momona Yamagami Aashaka Desai Kelly Avery Mack Venkatesh Potluri Xuhai Xu Jennifer Mankoff 22 38 0 19 Aug 2023
What has ChatGPT read? The origins of archaeological citations used by a generative artificial intelligence application D. Spennemann 16 2 0 07 Aug 2023
TARJAMAT: Evaluation of Bard and ChatGPT on Machine Translation of Ten Arabic Varieties Karima Kadaoui Samar Magdy Abdul Waheed Md. Tawkat Islam Khondaker Ahmed Oumar El-Shangiti El Moatez Billah Nagoudi Muhammad Abdul-Mageed 32 20 0 06 Aug 2023
From Military to Healthcare: Adopting and Expanding Ethical Principles for Generative Artificial Intelligence David Oniani Jordan Hilsman Yifan Peng COL C. R. K. Poropatich C. J. C. Pamplin L. G. L. Legault Yanshan Wang AI4TS 32 11 0 04 Aug 2023
The Unequal Opportunities of Large Language Models: Revealing Demographic Bias through Job Recommendations A. Salinas Parth Vipul Shah Yuzhong Huang Robert McCormack Fred Morstatter 31 33 0 03 Aug 2023
Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection Jun Yan Vikas Yadav Shiyang Li Lichang Chen Zheng Tang Hai Wang Vijay Srinivasan Xiang Ren Hongxia Jin SILM 25 75 0 31 Jul 2023
A Survey on Evaluation of Large Language Models Yu-Chu Chang Xu Wang Jindong Wang Yuanyi Wu Linyi Yang ... Yue Zhang Yi-Ju Chang Philip S. Yu Qian Yang Xingxu Xie ELM LM&MA ALM 69 1,513 0 06 Jul 2023
What Should Data Science Education Do with Large Language Models? Xinming Tu James Zou Weijie J. Su Linjun Zhang AI4Ed 39 32 0 06 Jul 2023
GPT-Based Models Meet Simulation: How to Efficiently Use Large-Scale Pre-Trained Language Models Across Simulation Tasks Philippe J. Giabbanelli LLMAG ALM AI4CE 31 13 0 21 Jun 2023
Can We Trust AI-Generated Educational Content? Comparative Analysis of Human and AI-Generated Learning Resources Paul Denny Hassan Khosravi Arto Hellas Juho Leinonen Sami Sarsa 38 29 0 18 Jun 2023
AD-AutoGPT: An Autonomous GPT for Alzheimer's Disease Infodemiology Haixing Dai Yiwei Li Zheng Liu Lin Zhao Zihao Wu ... Quanzheng Li Zhuo Chen D. Zhang Gengchen Mai Tianming Liu LM&MA 43 30 0 16 Jun 2023
Ensembled Prediction Intervals for Causal Outcomes Under Hidden Confounding Myrl G. Marmarelis Greg Ver Steeg Aram Galstyan Fred Morstatter CML OOD 16 5 0 15 Jun 2023