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"

26 / 26 papers shown

Title
Mastering the Craft of Data Synthesis for CodeLLMs Meng Chen Philip Arthur Qianyu Feng Cong Duy Vu Hoang Yu-Heng Hong ... Mark Johnson Kemal Kurniawan Don Dharmasiri Long Duong Yuan-Fang Li SyDa 97 1 0 16 Oct 2024
Bias Testing and Mitigation in LLM-based Code Generation Dong Huang Qingwen Bu Jie M. Zhang Xiaofei Xie Junjie Chen Heming Cui 78 24 0 03 Sep 2023
Real-time 3D Semantic Scene Completion Via Feature Aggregation and Conditioned Prediction Xiaokang Chen Yajie Xing Gang Zeng 3DPC 46 15 0 20 Mar 2023
Delicate Textured Mesh Recovery from NeRF via Adaptive Surface Refinement Jiaxiang Tang Hang Zhou Xiaokang Chen Tianshu Hu Errui Ding Jingdong Wang Gang Zeng 63 118 0 03 Mar 2023
Real-time Neural Radiance Talking Portrait Synthesis via Audio-spatial Decomposition Jiaxiang Tang Kaisiyuan Wang Hang Zhou Xiaokang Chen Dongliang He Tianshu Hu Jingtuo Liu Gang Zeng Jingdong Wang 3DH 48 78 0 22 Nov 2022
CAE v2: Context Autoencoder with CLIP Target Xinyu Zhang Jiahui Chen Junkun Yuan Qiang Chen Jian Wang ... Jimin Pi Kun Yao Junyu Han Errui Ding Jingdong Wang VLM CLIP 77 24 0 17 Nov 2022
D $^3$ ETR: Decoder Distillation for Detection Transformer Xiaokang Chen Jiahui Chen Yang Liu Gang Zeng 56 16 0 17 Nov 2022
Group DETR v2: Strong Object Detector with Encoder-Decoder Pretraining Qiang Chen Jian Wang Chuchu Han Shangang Zhang Zexian Li ... Haocheng Feng Kun Yao Junyu Han Errui Ding Jingdong Wang ViT VLM 64 45 0 07 Nov 2022
Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment Qiang Chen Xiaokang Chen Jian Wang Shan Zhang Kun Yao Haocheng Feng Junyu Han Errui Ding Gang Zeng Jingdong Wang ViT 85 129 0 26 Jul 2022
Conditional DETR V2: Efficient Detection Transformer with Box Queries Xiaokang Chen Fangyun Wei Gang Zeng Jingdong Wang ViT 61 33 0 18 Jul 2022
On Measuring Social Biases in Prompt-Based Multi-Task Learning Afra Feyza Akyürek Sejin Paik Muhammed Yusuf Kocyigit S. Akbiyik cSerife Leman Runyun Derry Wijaya ALM 61 14 0 23 May 2022
Gender Bias in Meta-Embeddings Masahiro Kaneko Danushka Bollegala Naoaki Okazaki 44 6 0 19 May 2022
InCoder: A Generative Model for Code Infilling and Synthesis Daniel Fried Armen Aghajanyan Jessy Lin Sida I. Wang Eric Wallace Freda Shi Ruiqi Zhong Wen-tau Yih Luke Zettlemoyer M. Lewis SyDa 60 644 0 12 Apr 2022
MaskGroup: Hierarchical Point Grouping and Masking for 3D Instance Segmentation Min Zhong Xinghao Chen Xiaokang Chen Gang Zeng Yunhe Wang ISeg 3DPC 46 45 0 28 Mar 2022
Context Autoencoder for Self-Supervised Representation Learning Xiaokang Chen Mingyu Ding Xiaodi Wang Ying Xin Shentong Mo Yunhao Wang Shumin Han Ping Luo Gang Zeng Jingdong Wang SSL 90 395 0 07 Feb 2022
An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models Nicholas Meade Elinor Poole-Dayan Siva Reddy 63 127 0 16 Oct 2021
Conditional DETR for Fast Training Convergence Depu Meng Xiaokang Chen Zejia Fan Gang Zeng Houqiang Li Yuhui Yuan Lei-huan Sun Jingdong Wang ViT 73 619 0 13 Aug 2021
Joint Implicit Image Function for Guided Depth Super-Resolution Jiaxiang Tang Xiaokang Chen Gang Zeng SupR 63 62 0 19 Jul 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 151 206 0 12 Jul 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 224 5,518 0 07 Jul 2021
Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision Xiaokang Chen Yuhui Yuan Gang Zeng Jingdong Wang 87 783 0 02 Jun 2021
Measuring and Reducing Gendered Correlations in Pre-trained Models Kellie Webster Xuezhi Wang Ian Tenney Alex Beutel Emily Pitler Ellie Pavlick Jilin Chen Ed Chi Slav Petrov FaML 72 258 0 12 Oct 2020
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation Xiaokang Chen Kwan-Yee Lin Jingbo Wang Wayne Wu Chao Qian Hongsheng Li Gang Zeng MDE 80 314 0 17 Jul 2020
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 273 642 0 03 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 600 24,431 0 26 Jul 2019
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 222 4,307 0 07 Oct 2016