Gender-preserving Debiasing for Pre-trained Word Embeddings

3 June 2019

Papers citing "Gender-preserving Debiasing for Pre-trained Word Embeddings"

50 / 73 papers shown

Title
Bias Vector: Mitigating Biases in Language Models with Task Arithmetic Approach Daiki Shirafuji Makoto Takenaka Shinya Taguchi LLMAG 110 1 0 16 Dec 2024
'Since Lawyers are Males..': Examining Implicit Gender Bias in Hindi Language Generation by LLMs Ishika Joshi Ishita Gupta Adrita Dey Tapan Parikh AI4CE 58 2 0 20 Sep 2024
A Study on Bias Detection and Classification in Natural Language Processing Ana Sofia Evans Helena Moniz Luísa Coheur 57 0 0 14 Aug 2024
Do they mean ús'? Interpreting Referring Expressions in Intergroup Bias Venkata S Govindarajan Matianyu Zang Kyle Mahowald David Beaver Junyi Jessy Li 22 1 0 25 Jun 2024
The Life Cycle of Large Language Models: A Review of Biases in Education Jinsook Lee Yann Hicke Renzhe Yu Christopher A. Brooks René F. Kizilcec AI4Ed 94 2 0 03 Jun 2024
A Comprehensive Analysis of Static Word Embeddings for Turkish Karahan Sarıtaş Cahid Arda Öz Tunga Güngör 48 4 0 13 May 2024
Algorithmic Fairness: A Tolerance Perspective Renqiang Luo Tao Tang Xiwei Xu Jiaying Liu Chengpei Xu Leo Yu Zhang Wei Xiang Chengqi Zhang FaML 99 0 0 26 Apr 2024
Evolving to the Future: Unseen Event Adaptive Fake News Detection on Social Media Jiajun Zhang Zhixun Li Qiang Liu Shu Wu Liang Wang 58 1 0 29 Feb 2024
Measuring Machine Learning Harms from Stereotypes Requires Understanding Who Is Harmed by Which Errors in What Ways Angelina Wang Xuechunzi Bai Solon Barocas Su Lin Blodgett FaML 85 5 0 06 Feb 2024
Evaluating Gender Bias in Large Language Models via Chain-of-Thought Prompting Masahiro Kaneko Danushka Bollegala Naoaki Okazaki Timothy Baldwin LRM 76 33 0 28 Jan 2024
The Gaps between Pre-train and Downstream Settings in Bias Evaluation and Debiasing Masahiro Kaneko Danushka Bollegala Timothy Baldwin 69 3 0 16 Jan 2024
Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads Yi Yang Hanyu Duan Ahmed Abbasi John P. Lalor Kar Yan Tam 39 8 0 17 Nov 2023
Divide et Impera: Multi-Transformer Architectures for Complex NLP-Tasks Solveig Helland Elena Gavagnin Alexandre de Spindler 57 2 0 25 Oct 2023
A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models Yi Zhou Jose Camacho-Collados Danushka Bollegala 146 6 0 19 Oct 2023
Survey of Social Bias in Vision-Language Models Nayeon Lee Yejin Bang Holy Lovenia Samuel Cahyawijaya Wenliang Dai Pascale Fung VLM 123 18 0 24 Sep 2023
A Neighbourhood-Aware Differential Privacy Mechanism for Static Word Embeddings Danushka Bollegala Shuichi Otake T. Machide Ken-ichi Kawarabayashi 136 4 0 19 Sep 2023
In-Contextual Gender Bias Suppression for Large Language Models Daisuke Oba Masahiro Kaneko Danushka Bollegala 86 9 0 13 Sep 2023
Gender-tuning: Empowering Fine-tuning for Debiasing Pre-trained Language Models Somayeh Ghanbarzadeh Yan-ping Huang Hamid Palangi R. C. Moreno Hamed Khanpour 68 12 0 20 Jul 2023
Sociodemographic Bias in Language Models: A Survey and Forward Path Vipul Gupta Pranav Narayanan Venkit Shomir Wilson R. Passonneau 86 23 0 13 Jun 2023
Counterfactual Probing for the Influence of Affect and Specificity on Intergroup Bias Venkata S Govindarajan Kyle Mahowald David Beaver Junjie Li 51 2 0 25 May 2023
Solving NLP Problems through Human-System Collaboration: A Discussion-based Approach Masahiro Kaneko Graham Neubig Naoaki Okazaki 103 6 0 19 May 2023
Comparing Intrinsic Gender Bias Evaluation Measures without using Human Annotated Examples Masahiro Kaneko Danushka Bollegala Naoaki Okazaki 60 10 0 28 Jan 2023
The effects of gender bias in word embeddings on depression prediction Gizem Sogancioglu Heysem Kaya 53 3 0 15 Dec 2022
ADEPT: A DEbiasing PrompT Framework Ke Yang Charles Yu Yi R. Fung Manling Li Heng Ji 120 27 0 10 Nov 2022
Choose Your Lenses: Flaws in Gender Bias Evaluation Hadas Orgad Yonatan Belinkov 80 37 0 20 Oct 2022
Debiasing isn't enough! -- On the Effectiveness of Debiasing MLMs and their Social Biases in Downstream Tasks Masahiro Kaneko Danushka Bollegala Naoaki Okazaki 98 46 0 06 Oct 2022
How people talk about each other: Modeling Generalized Intergroup Bias and Emotion Venkata S Govindarajan Katherine Atwell Barea M. Sinno Malihe Alikhani David Beaver Junjie Li 32 5 0 14 Sep 2022
Gender Biases and Where to Find Them: Exploring Gender Bias in Pre-Trained Transformer-based Language Models Using Movement Pruning Przemyslaw K. Joniak Akiko Aizawa 37 28 0 06 Jul 2022
Don't Forget About Pronouns: Removing Gender Bias in Language Models Without Losing Factual Gender Information Tomasz Limisiewicz David Marecek 46 18 0 21 Jun 2022
Evaluating the Diversity, Equity and Inclusion of NLP Technology: A Case Study for Indian Languages Simran Khanuja Sebastian Ruder Partha P. Talukdar 130 20 0 25 May 2022
Toward Understanding Bias Correlations for Mitigation in NLP Lu Cheng Suyu Ge Huan Liu 62 9 0 24 May 2022
How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing Samuel Sousa Roman Kern PILM AILaw 71 46 0 20 May 2022
Gender Bias in Meta-Embeddings Masahiro Kaneko Danushka Bollegala Naoaki Okazaki 69 6 0 19 May 2022
Theories of "Gender" in NLP Bias Research Hannah Devinney Jenny Björklund H. Björklund AI4CE 106 76 0 05 May 2022
Gender Bias in Masked Language Models for Multiple Languages Masahiro Kaneko Aizhan Imankulova Danushka Bollegala Naoaki Okazaki 108 64 0 01 May 2022
Learning Meta Word Embeddings by Unsupervised Weighted Concatenation of Source Embeddings Danushka Bollegala SSL 80 4 0 26 Apr 2022
A Survey on Word Meta-Embedding Learning Danushka Bollegala James OÑeill 58 12 0 25 Apr 2022
Generalizing to the Future: Mitigating Entity Bias in Fake News Detection Yongchun Zhu Qiang Sheng Juan Cao Shuokai Li Danding Wang Fuzhen Zhuang AI4CE 65 76 0 20 Apr 2022
You Are What You Write: Preserving Privacy in the Era of Large Language Models Richard Plant V. Giuffrida Dimitra Gkatzia PILM 94 19 0 20 Apr 2022
Combining Static and Contextualised Multilingual Embeddings Katharina Hämmerl Jindrich Libovický Alexander Fraser 65 11 0 17 Mar 2022
Sense Embeddings are also Biased--Evaluating Social Biases in Static and Contextualised Sense Embeddings Yi Zhou Masahiro Kaneko Danushka Bollegala 68 23 0 14 Mar 2022
A Survey on Gender Bias in Natural Language Processing Karolina Stañczak Isabelle Augenstein 88 117 0 28 Dec 2021
Survey of Generative Methods for Social Media Analysis Stan Matwin Aristides Milios P. Prałat Amilcar Soares Franccois Théberge 62 4 0 13 Dec 2021
Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving Lei Ding Dengdeng Yu Jinhan Xie Wenxing Guo Shenggang Hu Meichen Liu Linglong Kong Hongsheng Dai Yanchun Bao Bei Jiang FaML 118 30 0 09 Dec 2021
Deep Learning for Bias Detection: From Inception to Deployment M. A. Bashar R. Nayak Anjor Kothare Vishal Sharma Kesavan Kandadai 61 2 0 12 Oct 2021
Marked Attribute Bias in Natural Language Inference Hillary Dawkins 102 8 0 28 Sep 2021
Identifying and Mitigating Gender Bias in Hyperbolic Word Embeddings Vaibhav Kumar Tenzin Singhay Bhotia Vaibhav Kumar Tanmoy Chakraborty FaML 136 3 0 28 Sep 2021
On the Universality of Deep Contextual Language Models Shaily Bhatt Poonam Goyal Sandipan Dandapat Monojit Choudhury Sunayana Sitaram ELM 57 5 0 15 Sep 2021
Style Pooling: Automatic Text Style Obfuscation for Improved Classification Fairness Fatemehsadat Mireshghallah Taylor Berg-Kirkpatrick 127 13 0 10 Sep 2021
Intersectional Bias in Causal Language Models Liam Magee Lida Ghahremanlou K. Soldatić S. Robertson 219 33 0 16 Jul 2021