Gender Bias in Neural Natural Language Processing

31 July 2018

Kaiji Lu

Piotr (Peter) Mardziel

Papers citing "Gender Bias in Neural Natural Language Processing"

50 / 56 papers shown

Title
A Comparative Analysis of Ethical and Safety Gaps in LLMs using Relative Danger Coefficient Yehor Tereshchenko Mika Hämäläinen ELM 43 1 0 06 May 2025
Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification Takuma Udagawa Yang Zhao H. Kanayama Bishwaranjan Bhattacharjee 26 0 0 19 Apr 2025
Towards Large Language Models that Benefit for All: Benchmarking Group Fairness in Reward Models Kefan Song Jin Yao Runnan Jiang Rohan Chandra Shangtong Zhang ALM 46 0 0 10 Mar 2025
Addressing Bias in Generative AI: Challenges and Research Opportunities in Information Management Xiahua Wei Naveen Kumar Han Zhang 63 4 0 22 Jan 2025
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users Mengxuan Hu Hongyi Wu Zihan Guan Ronghang Zhu Dongliang Guo Daiqing Qi Sheng Li SILM 35 3 0 10 Oct 2024
Post-hoc Study of Climate Microtargeting on Social Media Ads with LLMs: Thematic Insights and Fairness Evaluation Tunazzina Islam Dan Goldwasser 41 1 0 07 Oct 2024
Collapsed Language Models Promote Fairness Jingxuan Xu Wuyang Chen Linyi Li Yao Zhao Yunchao Wei 39 0 0 06 Oct 2024
Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness Guangliang Liu Milad Afshari Xitong Zhang Zhiyu Xue Avrajit Ghosh Bidhan Bashyal Rongrong Wang K. Johnson 27 0 0 06 Jun 2024
Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes Damin Zhang Yi Zhang Geetanjali Bihani Julia Taylor Rayz 50 2 0 06 May 2024
Measuring Bias in a Ranked List using Term-based Representations Amin Abolghasemi Leif Azzopardi Arian Askari Maarten de Rijke Suzan Verberne 42 6 0 09 Mar 2024
Will the Prince Get True Love's Kiss? On the Model Sensitivity to Gender Perturbation over Fairytale Texts Christina Chance Da Yin Dakuo Wang Kai-Wei Chang 34 0 0 16 Oct 2023
A Survey on Fairness in Large Language Models Yingji Li Mengnan Du Rui Song Xin Wang Ying Wang ALM 46 59 0 20 Aug 2023
Prompt Tuning Pushes Farther, Contrastive Learning Pulls Closer: A Two-Stage Approach to Mitigate Social Biases Yingji Li Mengnan Du Xin Wang Ying Wang 45 26 0 04 Jul 2023
Long-form analogies generated by chatGPT lack human-like psycholinguistic properties S. M. Seals V. Shalin 16 10 0 07 Jun 2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future Linyi Yang Y. Song Xuan Ren Chenyang Lyu Yidong Wang Lingqiao Liu Jindong Wang Jennifer Foster Yue Zhang OOD 32 2 0 23 May 2023
Should We Attend More or Less? Modulating Attention for Fairness A. Zayed Gonçalo Mordido Samira Shabanian Sarath Chandar 37 10 0 22 May 2023
ChatGPT Perpetuates Gender Bias in Machine Translation and Ignores Non-Gendered Pronouns: Findings across Bengali and Five other Low-Resource Languages Sourojit Ghosh Aylin Caliskan 33 69 0 17 May 2023
Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning Hongyin Luo James R. Glass NAI 21 7 0 10 Mar 2023
Synthcity: facilitating innovative use cases of synthetic data in different data modalities Zhaozhi Qian B. Cebere M. Schaar SyDa 30 57 0 18 Jan 2023
CORGI-PM: A Chinese Corpus For Gender Bias Probing and Mitigation Ge Zhang Yizhi Li Yaoyao Wu Linyuan Zhang Chenghua Lin Jiayi Geng Shi Wang Jie Fu 29 10 0 01 Jan 2023
Foundation models in brief: A historical, socio-technical focus Johannes Schneider VLM 26 9 0 17 Dec 2022
Assessing the Impact of Sequence Length Learning on Classification Tasks for Transformer Encoder Models Jean-Thomas Baillargeon Luc Lamontagne 29 1 0 16 Dec 2022
Deep Causal Learning: Representation, Discovery and Inference Zizhen Deng Xiaolong Zheng Hu Tian D. Zeng CML BDL 31 11 0 07 Nov 2022
The Shared Task on Gender Rewriting Bashar Alhafni Nizar Habash Houda Bouamor Ossama Obeid Sultan Alrowili ... Mohamed Gabr Abderrahmane Issam Abdelrahim Qaddoumi K. Vijay-Shanker Mahmoud Zyate 32 1 0 22 Oct 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Zilu Tang Muhammed Yusuf Kocyigit Derry Wijaya 35 8 0 20 Oct 2022
The User-Aware Arabic Gender Rewriter Bashar Alhafni Ossama Obeid Nizar Habash 21 2 0 14 Oct 2022
FAST: Improving Controllability for Text Generation with Feedback Aware Self-Training Junyi Chai Reid Pryzant Victor Ye Dong Konstantin Golobokov Chenguang Zhu Yi Liu 29 5 0 06 Oct 2022
FairDistillation: Mitigating Stereotyping in Language Models Pieter Delobelle Bettina Berendt 20 8 0 10 Jul 2022
What Changed? Investigating Debiasing Methods using Causal Mediation Analysis Su-Ha Jeoung Jana Diesner CML 19 7 0 01 Jun 2022
Using Natural Sentences for Understanding Biases in Language Models Sarah Alnegheimish Alicia Guo Yi Sun 19 21 0 12 May 2022
Synthetic Data -- what, why and how? James Jordon Lukasz Szpruch F. Houssiau M. Bottarelli Giovanni Cherubin Carsten Maple Samuel N. Cohen Adrian Weller 40 109 0 06 May 2022
Informativeness and Invariance: Two Perspectives on Spurious Correlations in Natural Language Jacob Eisenstein CML 31 25 0 09 Apr 2022
PanGu-Bot: Efficient Generative Dialogue Pre-training from Pre-trained Language Model Fei Mi Yitong Li Yulong Zeng Jingyan Zhou Yasheng Wang Chuanfei Xu Lifeng Shang Xin Jiang Shiqi Zhao Qun Liu ALM 37 18 0 31 Mar 2022
Feminist Perspective on Robot Learning Processes Juana Valeria Hurtado Valentina Mejia FaML 7 3 0 26 Jan 2022
Making a (Counterfactual) Difference One Rationale at a Time Michael J. Plyler Michal Green Min Chi 21 11 0 13 Jan 2022
A Survey on Gender Bias in Natural Language Processing Karolina Stañczak Isabelle Augenstein 28 109 0 28 Dec 2021
Sparse Interventions in Language Models with Differentiable Masking Nicola De Cao Leon Schmid Dieuwke Hupkes Ivan Titov 32 27 0 13 Dec 2021
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation Kaustubh D. Dhole Varun Gangal Sebastian Gehrmann Aadesh Gupta Zhenhao Li ... Tianbao Xie Usama Yaseen Michael A. Yee Jing Zhang Yue Zhang 169 86 0 06 Dec 2021
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue Leonard Adolphs Kurt Shuster Jack Urbanek Arthur Szlam Jason Weston KELM LRM 204 41 0 09 Nov 2021
DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks A. Saha Trent Kyono J. Linmans M. Schaar CML 24 105 0 25 Oct 2021
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 212 367 0 15 Oct 2021
Enhancing Model Robustness and Fairness with Causality: A Regularization Approach Zhao Wang Kai Shu A. Culotta OOD 13 14 0 03 Oct 2021
Unpacking the Interdependent Systems of Discrimination: Ableist Bias in NLP Systems through an Intersectional Lens Saad Hassan Matt Huenerfauth Cecilia Ovesdotter Alm 43 38 0 01 Oct 2021
Balancing out Bias: Achieving Fairness Through Balanced Training Xudong Han Timothy Baldwin Trevor Cohn 24 39 0 16 Sep 2021
Mitigating Language-Dependent Ethnic Bias in BERT Jaimeen Ahn Alice H. Oh 133 91 0 13 Sep 2021
Sustainable Modular Debiasing of Language Models Anne Lauscher Tobias Lüken Goran Glavas 47 120 0 08 Sep 2021
An Investigation of the (In)effectiveness of Counterfactually Augmented Data Nitish Joshi He He OODD 19 46 0 01 Jul 2021
A Survey of Data Augmentation Approaches for NLP Steven Y. Feng Varun Gangal Jason W. Wei Sarath Chandar Soroush Vosoughi Teruko Mitamura Eduard H. Hovy AIMat 35 799 0 07 May 2021
Causal Learning for Socially Responsible AI Lu Cheng Ahmadreza Mosallanezhad Paras Sheth Huan Liu 71 13 0 25 Apr 2021
Unmasking Contextual Stereotypes: Measuring and Mitigating BERT's Gender Bias Marion Bartl Malvina Nissim Albert Gatt 14 122 0 27 Oct 2020