Uncovering and Quantifying Social Biases in Code Generation

Uncovering and Quantifying Social Biases in Code Generation

24 May 2023

Daoguang Zan

Tsung-Yi Ho

Papers citing "Uncovering and Quantifying Social Biases in Code Generation"

17 / 17 papers shown

Title
Code Red! On the Harmfulness of Applying Off-the-shelf Large Language Models to Programming Tasks Ali Al-Kaswan Sebastian Deatc Begüm Koç A. van Deursen M. Izadi AAML 33 0 0 02 Apr 2025
LLMs Love Python: A Study of LLMs' Bias for Programming Languages and Libraries Lukas Twist Jie M. Zhang Mark Harman Don Syme Joost Noppen Detlef Nauck 39 0 0 21 Mar 2025
Mapping the Trust Terrain: LLMs in Software Engineering -- Insights and Perspectives Dipin Khati Yijin Liu David Nader-Palacio Yixuan Zhang Denys Poshyvanyk 46 0 0 18 Mar 2025
Large Language Models for Code Generation: A Comprehensive Survey of Challenges, Techniques, Evaluation, and Applications Nam Huynh Beiyu Lin LM&MA 72 16 0 03 Mar 2025
Mastering the Craft of Data Synthesis for CodeLLMs Meng Chen Philip Arthur Qianyu Feng Cong Duy Vu Hoang Yu-Heng Hong ... Mark Johnson K. K. Don Dharmasiri Long Duong Yuan-Fang Li SyDa 46 1 0 16 Oct 2024
Mitigating Gender Bias in Code Large Language Models via Model Editing Z. Qin Haochuan Wang Zecheng Wang Deyuan Liu Cunhang Fan Zhao Lv Zhiying Tu Dianhui Chu Dianbo Sui KELM 21 0 0 10 Oct 2024
Trustworthiness in Retrieval-Augmented Generation Systems: A Survey Yujia Zhou Yan Liu Xiaoxi Li Jiajie Jin Hongjin Qian Zheng Liu Chaozhuo Li Zhicheng Dou Tsung-Yi Ho Philip S. Yu 3DV RALM 43 22 0 16 Sep 2024
Improving Long Text Understanding with Knowledge Distilled from Summarization Model Yan Liu Yazheng Yang Xiaokang Chen VLM RALM 19 1 0 08 May 2024
Bias Testing and Mitigation in LLM-based Code Generation Dong Huang Qingwen Bu Jie M. Zhang Xiaofei Xie Junjie Chen Heming Cui 33 20 0 03 Sep 2023
Uncovering and Categorizing Social Biases in Text-to-SQL Y. Liu Yan Gao Zhe Su Xiaokang Chen Elliott Ash Jian-Guang Lou 38 6 0 25 May 2023
Gender Bias in Meta-Embeddings Masahiro Kaneko Danushka Bollegala Naoaki Okazaki 26 6 0 19 May 2022
BBQ: A Hand-Built Bias Benchmark for Question Answering Alicia Parrish Angelica Chen Nikita Nangia Vishakh Padmakumar Jason Phang Jana Thompson Phu Mon Htut Sam Bowman 205 364 0 15 Oct 2021
Toward Annotator Group Bias in Crowdsourcing Haochen Liu J. Thekinen Sinem Mollaoglu Da Tang Ji Yang Youlong Cheng Hui Liu Jiliang Tang 33 16 0 08 Oct 2021
Trustworthy AI: A Computational Perspective Haochen Liu Yiqi Wang Wenqi Fan Xiaorui Liu Yaxin Li Shaili Jain Yunhao Liu Anil K. Jain Jiliang Tang FaML 90 193 0 12 Jul 2021
Privacy and Robustness in Federated Learning: Attacks and Defenses Lingjuan Lyu Han Yu Xingjun Ma Chen Chen Lichao Sun Jun Zhao Qiang Yang Philip S. Yu FedML 167 244 0 07 Dec 2020
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 198 607 0 03 Sep 2019
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 286 4,143 0 23 Aug 2019