Computation and Language · Computer Science
No LLM is Free From Bias: A Comprehensive Study of Bias Evaluation in Large Language Models
Charaka Vinayak Kumar, Ashok Urlana, Gopichand Kanumolu, Bala Mallikarjunarao Garlapati +1
2025-05-28
Computation and Language · Computer Science
Bias and Fairness in Large Language Models: A Survey
Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md Mehrab Tanjim +5
2024-07-16
Computation and Language · Computer Science
Ask LLMs Directly, "What shapes your bias?": Measuring Social Bias in Large Language Models
Jisu Shin, Hoyun Song, Huije Lee, Soyeong Jeong +1
2024-06-07
Computation and Language · Computer Science
Developing A Framework to Support Human Evaluation of Bias in Generated Free Response Text
Jennifer Healey, Laurie Byrum, Md Nadeem Akhtar, Surabhi Bhargava +1
2025-05-07
Computation and Language · Computer Science
This Prompt is Measuring <MASK>: Evaluating Bias Evaluation in Language Models
Seraphina Goldfarb-Tarrant, Eddie Ungless, Esma Balkir, Su Lin Blodgett
2023-05-23
Computation and Language · Computer Science
Language (Technology) is Power: A Critical Survey of "Bias" in NLP
Su Lin Blodgett, Solon Barocas, Hal Daumé, Hanna Wallach
2020-06-01
Human-Computer Interaction · Computer Science
Exploring Subjectivity for more Human-Centric Assessment of Social Biases in Large Language Models
Paula Akemi Aoyagui, Sharon Ferguson, Anastasia Kuzminykh
2024-05-21
Computation and Language · Computer Science
Towards Understanding and Mitigating Social Biases in Language Models
Paul Pu Liang, Chiyu Wu, Louis-Philippe Morency, Ruslan Salakhutdinov
2021-06-25
Computation and Language · Computer Science
A Multi-LLM Debiasing Framework
Deonna M. Owens, Ryan A. Rossi, Sungchul Kim, Tong Yu +6
2024-09-24
Computers and Society · Computer Science
Tackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies
Vithya Yogarajan, Gillian Dobbie, Te Taka Keegan, Rostam J. Neuwirth
2023-12-05
Computation and Language · Computer Science
Sociodemographic Bias in Language Models: A Survey and Forward Path
Vipul Gupta, Pranav Narayanan Venkit, Shomir Wilson, Rebecca J. Passonneau
2024-08-15
Computation and Language · Computer Science
A Comprehensive Evaluation of Cognitive Biases in LLMs
Simon Malberg, Roman Poletukhin, Carolin M. Schuster, Georg Groh
2025-11-04
Computation and Language · Computer Science
Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative Models
Mahammed Kamruzzaman, Md. Minul Islam Shovon, Gene Louis Kim
2024-06-21
Computation and Language · Computer Science
Simulating a Bias Mitigation Scenario in Large Language Models
Kiana Kiashemshaki, Mohammad Jalili Torkamani, Negin Mahmoudi, Meysam Shirdel Bilehsavar
2025-09-19
Computers and Society · Computer Science
Investigating Bias in LLM-Based Bias Detection: Disparities between LLMs and Human Perception
Luyang Lin, Lingzhi Wang, Jinsong Guo, Kam-Fai Wong
2024-12-11