Papers citing 'Theories of "Gender" in NLP Bias Research'

Title
Theories of "Sexuality" in Natural Language Processing Bias Research Jacob Hobbs 136 0 0 22 Jun 2025
Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Zhengyang Shan Emily Ruth Diana Jiawei Zhou 217 1 0 18 Jun 2025
taz2024full: Analysing German Newspapers for Gender Bias and Discrimination across DecadesAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Stefanie Urchs Veronika Thurner Yi Men C. Heumann Stephanie Thiemichen AI4CE 127 1 0 03 Jun 2025
Position is Power: System Prompts as a Mechanism of Bias in Large Language Models (LLMs)Conference on Fairness, Accountability and Transparency (FAccT), 2025 Anna Neumann Elisabeth Kirsten Muhammad Bilal Zafar Jatinder Singh 284 8 0 27 May 2025
Gender Trouble in Language Models: An Empirical Audit Guided by Gender Performativity TheoryConference on Fairness, Accountability and Transparency (FAccT), 2025 Franziska Sofia Hafner Ana Valdivia Luc Rocher 142 0 0 20 May 2025
Identities are not Interchangeable: The Problem of Overgeneralization in Fair Machine LearningConference on Fairness, Accountability and Transparency (FAccT), 2025 Angelina Wang FaML 247 3 0 07 May 2025
Unsupervised Concept Vector Extraction for Bias Control in LLMs Hannah Cyberey Yangfeng Ji David Evans LLMSV 438 1 0 27 Feb 2025
Provocations from the Humanities for Generative AI Research Lauren F. Klein Meredith Martin André Brock Maria Antoniak Melanie Walsh Jessica Marie Johnson Lauren Tilton David M. Mimno VLM 404 8 0 26 Feb 2025
Implicit Priors Editing in Stable Diffusion via Targeted Token Adjustment Feng He Chao Zhang Zhixue Zhao 370 0 0 04 Dec 2024
Ethics Whitepaper: Whitepaper on Ethical Research into Large Language Models Eddie L. Ungless Nikolas Vitsakis Zeerak Talat James Garforth Bjorn Ross Arno Onken Atoosa Kasirzadeh Alexandra Birch 238 3 0 17 Oct 2024
WinoPron: Revisiting English Winogender Schemas for Consistency, Coverage, and Grammatical Case Vagrant Gautam Julius Steuer Eileen Bingert Ray Johns Anne Lauscher Dietrich Klakow 324 6 0 09 Sep 2024
Is Generative AI the Next Tactical Cyber Weapon For Threat Actors? Unforeseen Implications of AI Generated Cyber Attacks Yusuf Usman Aadesh Upadhyay P. Gyawali Robin Chataut AAML 215 6 0 23 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 201 29 0 07 Aug 2024
How Are LLMs Mitigating Stereotyping Harms? Learning from Search Engine Studies Alina Leidinger Richard Rogers 339 18 0 16 Jul 2024
From 'Showgirls' to 'Performers': Fine-tuning with Gender-inclusive Language for Bias Reduction in LLMs Marion Bartl Susan Leavy 174 20 0 05 Jul 2024
QueerBench: Quantifying Discrimination in Language Models Toward Queer Identities Mae Sosto Alberto Barrón-Cedeño 167 5 0 18 Jun 2024
Gender Bias Detection in Court Decisions: A Brazilian Case Study Raysa Benatti F. Severi Sandra Avila Esther Luna Colombini 181 4 0 01 Jun 2024
Stop! In the Name of Flaws: Disentangling Personal Names and Sociodemographic Attributes in NLP Vagrant Gautam Arjun Subramonian Anne Lauscher O. Keyes 204 15 0 27 May 2024
Harmful Speech Detection by Language Models Exhibits Gender-Queer Dialect Bias Rebecca Dorn Lee Kezar Fred Morstatter Kristina Lerman 346 16 0 23 May 2024
Akal Badi ya Bias: An Exploratory Study of Gender Bias in Hindi Language TechnologyConference on Fairness, Accountability and Transparency (FAccT), 2024 Rishav Hada Safiya Husain Varun Gumma Harshita Diddee Aditya Yadavalli ... Nidhi Kulkarni U. Gadiraju Aditya Vashistha Vivek Seshadri Kalika Bali 253 14 0 10 May 2024
Data Feminism for AIConference on Fairness, Accountability and Transparency (FAccT), 2024 Lauren Klein C. D’Ignazio 189 40 0 02 May 2024
Transforming Dutch: Debiasing Dutch Coreference Resolution Systems for Non-binary Pronouns Goya van Boven Yupei Du Dong Nguyen 126 2 0 30 Apr 2024
FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication Eric Slyman Stefan Lee Scott D. Cohen Kushal Kafle VLM 139 8 0 24 Apr 2024
Identifying Fairness Issues in Automatically Generated Testing Content Kevin Stowe Benny Longwill Alyssa Francis Tatsuya Aoyama Debanjan Ghosh Swapna Somasundaran 184 4 0 23 Apr 2024
RuBia: A Russian Language Bias Detection Dataset Veronika Grigoreva Anastasiia Ivanova I. Alimova Ekaterina Artemova 192 3 0 26 Mar 2024
Reflecting the Male Gaze: Quantifying Female Objectification in 19th and 20th Century Novels Kexin Luo Yue Mao Bei Zhang Sophie Hao 163 5 0 25 Mar 2024
The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth Shir Lissak Nitay Calderon Geva Shenkman Yaakov Ophir Eyal Fruchter A. Klomek Roi Reichart AI4MH 337 26 0 19 Feb 2024
Tackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies Vithya Yogarajan Gillian Dobbie Te Taka Keegan R. Neuwirth ALM 307 17 0 03 Dec 2023
Don't Overlook the Grammatical Gender: Bias Evaluation for Hindi-English Machine Translation Pushpdeep Singh 134 0 0 11 Nov 2023
Unlocking Bias Detection: Leveraging Transformer-Based Models for Content AnalysisIEEE Transactions on Computational Social Systems (IEEE TCSS), 2023 Shaina Raza Oluwanifemi Bamgbose Maximus Powers Shardul Ghuge Yan Sidyakin Abdullah Y. Muaad 409 14 0 30 Sep 2023
Bias and Fairness in Large Language Models: A SurveyComputational Linguistics (CL), 2023 Isabel O. Gallegos Ryan Rossi Joe Barrow Md Mehrab Tanjim Sungchul Kim Franck Dernoncourt Tong Yu Ruiyi Zhang Nesreen Ahmed AILaw 334 866 0 02 Sep 2023
NBIAS: A Natural Language Processing Framework for Bias Identification in TextExpert systems with applications (ESWA), 2023 Shaina Razaa Muskan Garg Deepak John Reji Syed Raza Bashir Chen Ding 254 60 0 03 Aug 2023
Challenges and Solutions in AI for All R. Shams Didar Zowghi Muneera Bano 136 7 0 20 Jul 2023
WinoQueer: A Community-in-the-Loop Benchmark for Anti-LGBTQ+ Bias in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Virginia K. Felkner Ho-Chun Herbert Chang Eugene Jang Jonathan May OSLM 198 49 0 26 Jun 2023
Sociodemographic Bias in Language Models: A Survey and Forward Path Vipul Gupta Pranav Narayanan Venkit Shomir Wilson R. Passonneau 370 34 0 13 Jun 2023
Gender-Inclusive Grammatical Error Correction through AugmentationWorkshop on Innovative Use of NLP for Building Educational Applications (UNBEA), 2023 Gunnar Lund Kostiantyn Omelianchuk Igor Samokhin 177 8 0 12 Jun 2023
Detecting and Mitigating Indirect Stereotypes in Word Embeddings Erin E. George Joyce A. Chew Deanna Needell 129 0 0 23 May 2023
Beyond the Safeguards: Exploring the Security Risks of ChatGPT Erik Derner Kristina Batistic SILM 145 81 0 13 May 2023
iLab at SemEval-2023 Task 11 Le-Wi-Di: Modelling Disagreement or Modelling Perspectives?International Workshop on Semantic Evaluation (SemEval), 2023 Nikolas Vitsakis Amit Parekh Tanvi Dinkar Gavin Abercrombie Ioannis Konstas Verena Rieser 204 12 0 10 May 2023
In-Depth Look at Word Filling Societal Bias MeasuresConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Matúš Pikuliak Ivana Benová Viktor Bachratý 224 12 0 24 Feb 2023
Fairness in Language Models Beyond English: Gaps and ChallengesFindings (Findings), 2023 Krithika Ramesh Sunayana Sitaram Monojit Choudhury 279 26 0 24 Feb 2023
Towards Reliable Assessments of Demographic Disparities in Multi-Label Image Classifiers Melissa Hall Bobbie Chern Laura Gustafson Denisse Ventura Harshad Kulkarni Candace Ross Nicolas Usunier 175 6 0 16 Feb 2023
Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities Melissa Hall Laura Gustafson Aaron B. Adcock Ishan Misra Candace Ross VLM 187 30 0 26 Jan 2023
Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm ReductionAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2022 Renee Shelby Shalaleh Rismani Kathryn Henne AJung Moon Negar Rostamzadeh ... N'Mah Yilla-Akbari Jess Gallegos A. Smart Emilio Garcia Gurleen Virk 287 272 0 11 Oct 2022
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor DatasetConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Eric Michael Smith Melissa Hall Melanie Kambadur Eleonora Presani Adina Williams 281 173 0 18 May 2022
Sex Trouble: Common pitfalls in incorporating sex/gender in medical machine learning and how to avoid themPatterns (Patterns), 2022 Kendra Albert Maggie K. Delano FaML 182 16 0 15 Mar 2022