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
Are We Paying Attention to Her? Investigating Gender Disambiguation and Attention in Machine Translation Chiara Manna Afra Alishahi Frédéric Blain Eva Vanmassenhove 27 0 0 13 May 2025
A closer look at how large language models trust humans: patterns and biases Valeria Lerman Yaniv Dover LLMAG 39 0 0 22 Apr 2025
Fairness in Machine Learning-based Hand Load Estimation: A Case Study on Load Carriage Tasks Arafat Rahman Sol Lim Seokhyun Chung FaML 51 0 0 08 Apr 2025
Investigating the Capabilities and Limitations of Machine Learning for Identifying Bias in English Language Data with Information and Heritage Professionals Lucy Havens Benjamin Bach Melissa Mhairi Terras Beatrice Alex 49 0 0 01 Apr 2025
Attention Pruning: Automated Fairness Repair of Language Models via Surrogate Simulated Annealing Vishnu Asutosh Dasu Md. Rafi Ur Rashid Vipul Gupta Saeid Tizpaz-Niari Gang Tan AAML 54 0 0 20 Mar 2025
BiasEdit: Debiasing Stereotyped Language Models via Model Editing Xin Xu Wei Xu N. Zhang Julian McAuley KELM 44 0 0 11 Mar 2025
Fair Text Classification via Transferable Representations Thibaud Leteno Michael Perrot Charlotte Laclau Antoine Gourru Christophe Gravier FaML 88 0 0 10 Mar 2025
On the Mutual Influence of Gender and Occupation in LLM Representations Haozhe An Connor Baumler Abhilasha Sancheti Rachel Rudinger AI4CE 55 1 0 09 Mar 2025
Assumed Identities: Quantifying Gender Bias in Machine Translation of Gender-Ambiguous Occupational Terms Orfeas Menis Mastromichalakis Giorgos Filandrianos Maria Symeonaki Giorgos Stamou 62 0 0 06 Mar 2025
A kinetic-based regularization method for data science applications Abhisek Ganguly Alessandro Gabbana Vybhav Rao Sauro Succi Santosh Ansumali 52 0 0 06 Mar 2025
Chained Tuning Leads to Biased Forgetting Megan Ung Alicia Sun Samuel J. Bell Bhaktipriya Radharapu Levent Sagun Adina Williams CLL KELM 89 0 0 21 Dec 2024
Social Science Is Necessary for Operationalizing Socially Responsible Foundation Models Adam Davies Elisa Nguyen Michael Simeone Erik Johnston Martin Gubri 93 0 0 20 Dec 2024
Improving LLM Group Fairness on Tabular Data via In-Context Learning Valeriia Cherepanova Chia-Jung Lee Nil-Jana Akpinar Riccardo Fogliato Martín Bertrán Michael Kearns James Zou LMTD 73 0 0 05 Dec 2024
Bias in Large Language Models: Origin, Evaluation, and Mitigation Yufei Guo Muzhe Guo Juntao Su Zhou Yang Mengqiu Zhu Hongfei Li Mengyang Qiu Shuo Shuo Liu AILaw 33 10 0 16 Nov 2024
Local Contrastive Editing of Gender Stereotypes Marlene Lutz Rochelle Choenni M. Strohmaier Anne Lauscher 34 1 0 23 Oct 2024
Natural Language Processing for Human Resources: A Survey Naoki Otani Nikita Bhutani Estevam R. Hruschka VLM 37 0 0 21 Oct 2024
An Active Learning Framework for Inclusive Generation by Large Language Models Sabit Hassan Anthony Sicilia Malihe Alikhani 30 1 0 17 Oct 2024
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 38 3 0 10 Oct 2024
Towards Implicit Bias Detection and Mitigation in Multi-Agent LLM Interactions Angana Borah Rada Mihalcea 42 9 0 03 Oct 2024
What the Harm? Quantifying the Tangible Impact of Gender Bias in Machine Translation with a Human-centered Study Beatrice Savoldi Sara Papi Matteo Negri Ana Guerberof L. Bentivogli 43 6 0 01 Oct 2024
Human Bias in the Face of AI: The Role of Human Judgement in AI Generated Text Evaluation Tiffany Zhu Iain Xie Weissburg Kexun Zhang William Yang Wang 20 0 0 29 Sep 2024
The Lou Dataset -- Exploring the Impact of Gender-Fair Language in German Text Classification Andreas Waldis Joel Birrer Anne Lauscher Iryna Gurevych 28 1 0 26 Sep 2024
'Since Lawyers are Males..': Examining Implicit Gender Bias in Hindi Language Generation by LLMs Ishika Joshi Ishita Gupta Adrita Dey Tapan Parikh AI4CE 30 2 0 20 Sep 2024
Promoting Equality in Large Language Models: Identifying and Mitigating the Implicit Bias based on Bayesian Theory Yongxin Deng Xihe Qiu Xiaoyu Tan Jing Pan Chen Jue Zhijun Fang Yinghui Xu Wei Chu Yuan Qi 34 3 0 20 Aug 2024
Decoding Biases: Automated Methods and LLM Judges for Gender Bias Detection in Language Models Shachi H. Kumar Saurav Sahay Sahisnu Mazumder Eda Okur R. Manuvinakurike Nicole Beckage Hsuan Su Hung-yi Lee L. Nachman ELM 36 16 0 07 Aug 2024
Prompt and Prejudice Lorenzo Berlincioni Luca Cultrera Federico Becattini Marco Bertini A. Bimbo 43 0 0 07 Aug 2024
Generating Gender Alternatives in Machine Translation Sarthak Garg Mozhdeh Gheini Clara Emmanuel Tatiana Likhomanenko Qin Gao Matthias Paulik 33 2 0 29 Jul 2024
The BIAS Detection Framework: Bias Detection in Word Embeddings and Language Models for European Languages A. Puttick Leander Rankwiler Catherine Ikae Mascha Kurpicz-Briki 16 0 0 26 Jul 2024
Voices in a Crowd: Searching for Clusters of Unique Perspectives Nikolas Vitsakis Amit Parekh Ioannis Konstas 44 0 0 19 Jul 2024
Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias Elicitation Riccardo Cantini Giada Cosenza A. Orsino Domenico Talia AAML 62 5 0 11 Jul 2024
BiasDora: Exploring Hidden Biased Associations in Vision-Language Models Chahat Raj A. Mukherjee Aylin Caliskan Antonios Anastasopoulos Ziwei Zhu VLM 36 4 0 02 Jul 2024
Breaking Bias, Building Bridges: Evaluation and Mitigation of Social Biases in LLMs via Contact Hypothesis Chahat Raj A. Mukherjee Aylin Caliskan Antonios Anastasopoulos Ziwei Zhu 38 9 0 02 Jul 2024
NLPGuard: A Framework for Mitigating the Use of Protected Attributes by NLP Classifiers Salvatore Greco Ke Zhou L. Capra Tania Cerquitelli Daniele Quercia 36 2 0 01 Jul 2024
Fairness and Bias in Multimodal AI: A Survey Tosin P. Adewumi Lama Alkhaled Namrata Gurung G. V. Boven Irene Pagliai 58 9 0 27 Jun 2024
QueerBench: Quantifying Discrimination in Language Models Toward Queer Identities Mae Sosto Alberto Barrón-Cedeño 43 3 0 18 Jun 2024
Exploring Safety-Utility Trade-Offs in Personalized Language Models Anvesh Rao Vijjini Somnath Basu Roy Chowdhury Snigdha Chaturvedi 53 6 0 17 Jun 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
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art Chen Cecilia Liu Iryna Gurevych Anna Korhonen 33 5 0 06 Jun 2024
Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities G. Farnadi Mohammad Havaei Negar Rostamzadeh 40 2 0 03 Jun 2024
Expert-Guided Extinction of Toxic Tokens for Debiased Generation Xueyao Sun Kaize Shi Haoran Tang Guandong Xu Qing Li MU 43 1 0 29 May 2024
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challenges Jonas Becker Jan Philip Wahle Bela Gipp Terry Ruas 31 9 0 24 May 2024
Silver-Tongued and Sundry: Exploring Intersectional Pronouns with ChatGPT Takao Fujii Katie Seaborn Madeleine Steeds LLMAG 21 9 0 13 May 2024
Quite Good, but Not Enough: Nationality Bias in Large Language Models -- A Case Study of ChatGPT Shucheng Zhu Weikang Wang Ying Liu 37 5 0 11 May 2024
"They are uncultured": Unveiling Covert Harms and Social Threats in LLM Generated Conversations Preetam Prabhu Srikar Dammu Hayoung Jung Anjali Singh Monojit Choudhury Tanushree Mitra 39 8 0 08 May 2024
Blind Spots and Biases: Exploring the Role of Annotator Cognitive Biases in NLP Sanjana Gautam Mukund Srinath 40 6 0 29 Apr 2024
From Persona to Personalization: A Survey on Role-Playing Language Agents Jiangjie Chen Xintao Wang Rui Xu Siyu Yuan Yikai Zhang ... Caiyu Hu Siye Wu Scott Ren Ziquan Fu Yanghua Xiao 62 79 0 28 Apr 2024
FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication Eric Slyman Stefan Lee Scott D. Cohen Kushal Kafle VLM 41 5 0 24 Apr 2024
Investigating Gender Bias in Turkish Language Models Orhun Caglidil Malte Ostendorff Georg Rehm 27 2 0 17 Apr 2024
Stepwise Alignment for Constrained Language Model Policy Optimization Akifumi Wachi Thien Q. Tran Rei Sato Takumi Tanabe Yohei Akimoto 34 5 0 17 Apr 2024
Reinforcement Learning from Multi-role Debates as Feedback for Bias Mitigation in LLMs Ruoxi Cheng Haoxuan Ma Shuirong Cao Jiaqi Li Aihua Pei Zhiqiang Wang Pengliang Ji Haoyu Wang Jiaqi Huo AI4CE 29 6 0 15 Apr 2024