Mitigating Gender Bias in Natural Language Processing: Literature Review

21 June 2019

Papers citing "Mitigating Gender Bias in Natural Language Processing: Literature Review"

50 / 278 papers shown

Title
Fairness Reprogramming Guanhua Zhang Yihua Zhang Yang Zhang Wenqi Fan Qing Li Sijia Liu Shiyu Chang AAML 83 38 0 21 Sep 2022
Efficient Gender Debiasing of Pre-trained Indic Language Models Neeraja Kirtane V. Manushree Aditya Kane 11 3 0 08 Sep 2022
"Es geht um Respekt, nicht um Technologie": Erkenntnisse aus einem Interessensgruppen-übergreifenden Workshop zu genderfairer Sprache und Sprachtechnologie Sabrina Burtscher Katta Spiel Lukas Daniel Klausner Manuel Lardelli Dagmar Gromann 21 7 0 06 Sep 2022
Large scale analysis of gender bias and sexism in song lyrics L. Betti Carlo Abrate Andreas Kaltenbrunner 30 18 0 03 Aug 2022
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey Max Hort Zhenpeng Chen Jie M. Zhang Mark Harman Federica Sarro FaML AI4CE 33 160 0 14 Jul 2022
Counterfactually Measuring and Eliminating Social Bias in Vision-Language Pre-training Models Yi Zhang Junyan Wang Jitao Sang 22 27 0 03 Jul 2022
AI Ethics Issues in Real World: Evidence from AI Incident Database Mengyi Wei Zhixuan Zhou 11 40 0 15 Jun 2022
Conditional Supervised Contrastive Learning for Fair Text Classification Jianfeng Chi Will Shand Yaodong Yu Kai-Wei Chang Han Zhao Yuan Tian FaML 46 14 0 23 May 2022
Looking for a Handsome Carpenter! Debiasing GPT-3 Job Advertisements Conrad Borchers Dalia Sara Gala Ben Gilburt Eduard Oravkin Wilfried Bounsi Yuki M. Asano Hannah Rose Kirk AI4CE 27 27 0 23 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 22 40 0 20 May 2022
Towards Understanding Gender-Seniority Compound Bias in Natural Language Generation Samhita Honnavalli Aesha Parekh Li-hsueh Ou Sophie Groenwold Sharon Levy Vicente Ordonez William Yang Wang 19 4 0 19 May 2022
Mitigating Gender Stereotypes in Hindi and Marathi Neeraja Kirtane Tanvi Anand 26 8 0 12 May 2022
User Guide for KOTE: Korean Online Comments Emotions Dataset Duyoung Jeon Junho Lee Cheongtag Kim 33 0 0 11 May 2022
Theories of "Gender" in NLP Bias Research Hannah Devinney Jenny Björklund H. Björklund AI4CE 20 65 0 05 May 2022
User-Centric Gender Rewriting Bashar Alhafni Nizar Habash Houda Bouamor 21 10 0 04 May 2022
Balancing Fairness and Accuracy in Sentiment Detection using Multiple Black Box Models Abdulaziz A. Almuzaini V. Singh MLAU FaML 33 0 0 22 Apr 2022
Towards an Enhanced Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias Anoop Kadan Manjary P.Gangan Deepak P L. LajishV. AI4CE 37 10 0 21 Apr 2022
The Risks of Machine Learning Systems Samson Tan Araz Taeihagh K. Baxter 12 5 0 21 Apr 2022
A survey on improving NLP models with human explanations Mareike Hartmann Daniel Sonntag LRM 40 21 0 19 Apr 2022
Easy Adaptation to Mitigate Gender Bias in Multilingual Text Classification Xiaolei Huang FaML 13 8 0 12 Apr 2022
Representation Bias in Data: A Survey on Identification and Resolution Techniques N. Shahbazi Yin Lin Abolfazl Asudeh H. V. Jagadish 42 68 0 22 Mar 2022
Challenges and Strategies in Cross-Cultural NLP Daniel Hershcovich Stella Frank Heather Lent Miryam de Lhoneux Mostafa Abdou ... Ruixiang Cui Constanza Fierro Katerina Margatina Phillip Rust Anders Søgaard 43 163 0 18 Mar 2022
Under the Morphosyntactic Lens: A Multifaceted Evaluation of Gender Bias in Speech Translation Beatrice Savoldi Marco Gaido L. Bentivogli Matteo Negri Marco Turchi 38 26 0 18 Mar 2022
Speaker Information Can Guide Models to Better Inductive Biases: A Case Study On Predicting Code-Switching Alissa Ostapenko S. Wintner Melinda Fricke Yulia Tsvetkov 37 5 0 16 Mar 2022
Measuring Fairness of Text Classifiers via Prediction Sensitivity Satyapriya Krishna Rahul Gupta Apurv Verma Jwala Dhamala Yada Pruksachatkun Kai-Wei Chang 14 6 0 16 Mar 2022
Speciesist Language and Nonhuman Animal Bias in English Masked Language Models Masashi Takeshita Rafal Rzepka K. Araki 26 6 0 10 Mar 2022
A Survey on Bias and Fairness in Natural Language Processing Rajas Bansal SyDa 17 14 0 06 Mar 2022
Accountability in an Algorithmic Society: Relationality, Responsibility, and Robustness in Machine Learning A. Feder Cooper Emanuel Moss Benjamin Laufer Helen Nissenbaum MLAU 26 85 0 10 Feb 2022
Counterfactual Multi-Token Fairness in Text Classification P. Lohia 19 3 0 08 Feb 2022
Compositionality as Lexical Symmetry Ekin Akyürek Jacob Andreas CoGe 52 8 0 30 Jan 2022
Handling Bias in Toxic Speech Detection: A Survey Tanmay Garg Sarah Masud Tharun Suresh Tanmoy Chakraborty 17 91 0 26 Jan 2022
A Survey on Gender Bias in Natural Language Processing Karolina Stañczak Isabelle Augenstein 30 110 0 28 Dec 2021
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 139 130 0 15 Dec 2021
Reducing Target Group Bias in Hate Speech Detectors Darsh J. Shah Sinong Wang Han Fang Hao Ma Luke Zettlemoyer FaML 25 2 0 07 Dec 2021
CO-STAR: Conceptualisation of Stereotypes for Analysis and Reasoning Teyun Kwon Anandha Gopalan 25 2 0 01 Dec 2021
What Do You See in this Patient? Behavioral Testing of Clinical NLP Models Betty van Aken S. Herrmann Alexander Loser 23 11 0 30 Nov 2021
Toward Learning Human-aligned Cross-domain Robust Models by Countering Misaligned Features Haohan Wang Zeyi Huang Hanlin Zhang Yong Jae Lee Eric P. Xing OOD 132 16 0 05 Nov 2021
On the Current and Emerging Challenges of Developing Fair and Ethical AI Solutions in Financial Services Eren Kurshan Jiahao Chen Victor Storchan Hongda Shen FaML AIFin 32 9 0 02 Nov 2021
Measuring a Texts Fairness Dimensions Using Machine Learning Based on Social Psychological Factors A. Izzidien D. Stillwell 20 0 0 29 Oct 2021
Does Data Repair Lead to Fair Models? Curating Contextually Fair Data To Reduce Model Bias Sharat Agarwal Sumanyu Muku Saket Anand Chetan Arora 14 12 0 20 Oct 2021
The Arabic Parallel Gender Corpus 2.0: Extensions and Analyses Bashar Alhafni Nizar Habash Houda Bouamor 25 18 0 18 Oct 2021
Improving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting Zahra Fatemi Chen Xing Wenhao Liu Caiming Xiong CLL 27 34 0 11 Oct 2021
Pre-trained Language Models in Biomedical Domain: A Systematic Survey Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 37 163 0 11 Oct 2021
Influence Tuning: Demoting Spurious Correlations via Instance Attribution and Instance-Driven Updates Xiaochuang Han Yulia Tsvetkov TDI 31 30 0 07 Oct 2021
Unpacking the Interdependent Systems of Discrimination: Ableist Bias in NLP Systems through an Intersectional Lens Saad Hassan Matt Huenerfauth Cecilia Ovesdotter Alm 46 38 0 01 Oct 2021
Improving Arabic Diacritization by Learning to Diacritize and Translate Brian Thompson A. Alshehri 32 10 0 29 Sep 2021
Marked Attribute Bias in Natural Language Inference Hillary Dawkins 52 8 0 28 Sep 2021
Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? Rochelle Choenni Ekaterina Shutova R. Rooij 88 29 0 21 Sep 2021
Dataset for Identification of Homophobia and Transophobia in Multilingual YouTube Comments Bharathi Raja Chakravarthi R. Priyadharshini Rahul Ponnusamy Prasanna Kumar Kumaresan Kayalvizhi Sampath D. Thenmozhi S. Thangasamy Rajendran Nallathambi John P. Mccrae 24 90 0 01 Sep 2021
Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies Sunipa Dev Masoud Monajatipoor Anaelia Ovalle Arjun Subramonian J. M. Phillips Kai-Wei Chang 30 164 0 27 Aug 2021