v1v2v3 (latest)

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

First Monday (FM), 2023

7 April 2023

Emilio Ferrara

SILM

ArXiv (abs)PDF HTML

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

50 / 119 papers shown

Title
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language ModelsNeural Information Processing Systems (NeurIPS), 2024 Peng Wang Zexi Li Ningyu Zhang Ziwen Xu Yunzhi Yao Yong Jiang Pengjun Xie Fei Huang Huajun Chen KELM CLL 274 57 0 23 May 2024
Sociotechnical Implications of Generative Artificial Intelligence for Information Access Bhaskar Mitra Henriette Cramer Olya Gurevich 282 7 0 19 May 2024
Binary Hypothesis Testing for Softmax Models and Leverage Score Models Yeqi Gao Yuzhou Gu Zhao Song 372 1 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 186 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 357 28 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 295 9 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 Ashwin Kalyan Karthik Narasimhan Ameet Deshpande Bruno Castro da Silva 342 83 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 232 14 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 394 89 0 01 Apr 2024
Fairness in Large Language Models: A Taxonomic Survey Zhibo Chu Sribala Vidyadhari Chinta Wenbin Zhang AILaw 253 86 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 352 146 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 159 7 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 160 9 0 21 Mar 2024
Humanoid Robots and Humanoid AI: Review, Perspectives and DirectionsACM Computing Surveys (ACM CSUR), 2024 Longbing Cao 306 8 0 19 Mar 2024
Evaluating LLMs for Gender Disparities in Notable Persons L. Rhue Sofie Goethals Arun Sundararajan 159 5 0 14 Mar 2024
Few-Shot Fairness: Unveiling LLM's Potential for Fairness-Aware Classification Garima Chhikara Anurag Sharma Kripabandhu Ghosh Abhijnan Chakraborty 228 21 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 187 17 0 26 Feb 2024
Exploring ChatGPT and its Impact on Society Md. Asraful Haque Shuai Li SILM 248 49 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 198 24 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 181 3 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 113 1 0 06 Feb 2024
Behind the Screen: Investigating ChatGPT's Dark Personality Traits and Conspiracy Beliefs Erik Weber Jérôme Rutinowski Markus Pauly 90 3 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 272 97 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 ... Xiaoyan Cai Tuo Zhang Ning Qiang Tianming Liu Bao Ge SyDa 430 120 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 178 20 0 02 Jan 2024
From Bytes to Biases: Investigating the Cultural Self-Perception of Large Language Models Wolfgang Messner Tatum Greene Josephine Matalone 178 8 0 21 Dec 2023
Quantifying Bias in Text-to-Image Generative Models Jordan Vice Naveed Akhtar Leonid Sigal Lin Wang 210 18 0 20 Dec 2023
Cultural Bias and Cultural Alignment of Large Language ModelsPNAS Nexus (PNAS Nexus), 2023 Yan Tao Olga Viberg Ryan S. Baker René F. Kizilcec ELM 361 195 0 23 Nov 2023
Sequencing Matters: A Generate-Retrieve-Generate Model for Building Conversational Agents Quinn Patwardhan Grace Hui Yang 125 3 0 16 Nov 2023
Health Disparities through Generative AI Models: A Comparison Study Using A Domain Specific large language modelFuture Technologies Conference (FT), 2023 Yohn Jairo Parra Bautista Vinicious Lima Carlos Theran Richard A. Aló LM&MA 77 5 0 23 Oct 2023
Automated Claim Matching with Large Language Models: Empowering Fact-Checkers in the Fight Against Misinformation Eun Cheol Choi Emilio Ferrara 185 29 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 321 53 0 08 Oct 2023
A Formalism and Approach for Improving Robustness of Large Language Models Using Risk-Adjusted Confidence Scores Ke Shen Mayank Kejriwal 187 2 0 05 Oct 2023
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to UseInternational Conference on Learning Representations (ICLR), 2023 Yue Huang Jiawen Shi Yuan Li Chenrui Fan Siyuan Wu ... Yixin Liu Pan Zhou Yao Wan Neil Zhenqiang Gong Lichao Sun LLMAG 462 144 0 04 Oct 2023
DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2023 Yongchan Kwon Eric Wu K. Wu James Zou DiffM TDI 343 91 0 02 Oct 2023
GenAI Against Humanity: Nefarious Applications of Generative Artificial Intelligence and Large Language ModelsJournal of Computational Social Science (JCSS), 2023 Emilio Ferrara 326 161 0 01 Oct 2023
Open-Sourcing Highly Capable Foundation Models: An evaluation of risks, benefits, and alternative methods for pursuing open-source objectivesSocial Science Research Network (SSRN), 2023 Elizabeth Seger Noemi Dreksler Richard Moulange Emily Dardaman Jonas Schuett ... Emma Bluemke Michael Aird Patrick Levermore Julian Hazell Abhishek Gupta 166 55 0 29 Sep 2023
ChatGPT Performance on Standardized Testing Exam -- A Proposed Strategy for Learners Umer Farooq S. Anwar 29 5 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 259 5 0 25 Sep 2023
Public Perceptions of Gender Bias in Large Language Models: Cases of ChatGPT and Ernie Kyrie Zhixuan Zhou M. Sanfilippo 102 16 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 152 6 0 16 Sep 2023
Bias and Fairness in Chatbots: An OverviewAPSIPA Transactions on Signal and Information Processing (TASIP), 2023 Jintang Xue Yun Cheng Wang Chengwei Wei Xiaofeng Liu Jonghye Woo C.-C. Jay Kuo 283 54 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 Song Weixin Wang Junze Yin 258 30 0 14 Sep 2023
Generative AIBusiness & Information Systems Engineering (BISE), 2023 Stefan Feuerriegel Jochen Hartmann Christian Janiesch Patrick Zschech 307 998 0 13 Sep 2023
The Moral Machine Experiment on Large Language ModelsRoyal Society Open Science (RSOS), 2023 Kazuhiro Takemoto 112 38 0 12 Sep 2023
FuzzLLM: A Novel and Universal Fuzzing Framework for Proactively Discovering Jailbreak Vulnerabilities in Large Language ModelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Dongyu Yao Jianshu Zhang Ian G. Harris Marcel Carlsson 229 57 0 11 Sep 2023
A Critical Examination of the Ethics of AI-Mediated Peer Review L. Schintler C. McNeely James Witte 112 12 0 02 Sep 2023
Bias and Fairness in Large Language Models: A SurveyComputational Linguistics (CL), 2023 Isabel O. Gallegos Ryan Rossi Joe Barrow Md Mehrab Tanjim Sungchul Kim Franck Dernoncourt Tong Yu Ruiyi Zhang Nesreen Ahmed AILaw 374 869 0 02 Sep 2023
Ethical Framework for Harnessing the Power of AI in Healthcare and BeyondIEEE Access (IEEE Access), 2023 Sidra Nasir Rizwan Ahmed Khan Samita Bai 176 49 0 31 Aug 2023
Do-Not-Answer: A Dataset for Evaluating Safeguards in LLMs Yuxia Wang Jinyan Su Xudong Han Preslav Nakov Timothy Baldwin 296 146 0 25 Aug 2023