Mitigating Gender Bias in Code Large Language Models via Model Editing

Mitigating Gender Bias in Code Large Language Models via Model Editing

10 October 2024

Haochuan Wang

Zhiying Tu

Dianbo Sui

Papers citing "Mitigating Gender Bias in Code Large Language Models via Model Editing"

14 / 14 papers shown

Title
CodeGemma: Open Code Models Based on Gemma CodeGemma Team Heri Zhao Jeffrey Hui Joshua Howland Nam Nguyen ... Ale Jakse Hartman Bin Ni Kathy Korevec Kelly Schaefer Scott Huffman VLM 60 115 0 17 Jun 2024
CleanAgent: Automating Data Standardization with LLM-based Agents Danrui Qi Zhengjie Miao Jiannan Wang 36 9 0 13 Mar 2024
DUnE: Dataset for Unified Editing Afra Feyza Akyürek Eric Pan Garry Kuwanto Derry Wijaya KELM 43 18 0 27 Nov 2023
Can We Edit Factual Knowledge by In-Context Learning? Ce Zheng Lei Li Qingxiu Dong Yuxuan Fan Zhiyong Wu Jingjing Xu Baobao Chang KELM 52 199 0 22 May 2023
Memory-Based Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Christopher D. Manning Chelsea Finn KELM 69 337 0 13 Jun 2022
Locating and Editing Factual Associations in GPT Kevin Meng David Bau A. Andonian Yonatan Belinkov KELM 162 1,308 0 10 Feb 2022
Program Synthesis with Large Language Models Jacob Austin Augustus Odena Maxwell Nye Maarten Bosma Henryk Michalewski ... Ellen Jiang Carrie J. Cai Michael Terry Quoc V. Le Charles Sutton ELM AIMat ReCod ALM 97 1,893 0 16 Aug 2021
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He D. Song Jacob Steinhardt ELM AIMat ALM 229 657 0 20 May 2021
Counterfactual Samples Synthesizing for Robust Visual Question Answering Long Chen Xin Yan Jun Xiao Hanwang Zhang Shiliang Pu Yueting Zhuang OOD AAML 185 292 0 14 Mar 2020
Gradient Surgery for Multi-Task Learning Tianhe Yu Saurabh Kumar Abhishek Gupta Sergey Levine Karol Hausman Chelsea Finn 118 1,190 0 19 Jan 2020
Does Gender Matter? Towards Fairness in Dialogue Systems Haochen Liu Jamell Dacon Wenqi Fan Hui Liu Zitao Liu Jiliang Tang 107 144 0 16 Oct 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 419 24,160 0 26 Jul 2019
Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology Ran Zmigrod Sabrina J. Mielke Hanna M. Wallach Ryan Cotterell 45 279 0 11 Jun 2019
The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks Jonathan Frankle Michael Carbin 177 3,433 0 09 Mar 2018