📰 Workshop on Gender Bias in Natural Language Processing 2025: all accepted papers

35 papers · the most cited first · ← Workshop on Gender Bias in Natural Language Processing 2025

1. JBBQ: Japanese Bias Benchmark for Analyzing Social Biases in Large Language Models ↗Hitomi Yanaka, Namgi Han, Ryoma Kumon et al.7 citations
2. Detecting Bias and Intersectional Bias in Italian Word Embeddings and Language Models ↗Alexandre Puttick, Mascha Kurpicz-Briki5 citations
3. Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models ↗Aleksandra Sorokovikova, Pavel Chizhov, Iuliia Eremenko et al.5 citations
4. Leveraging Large Language Models to Measure Gender Representation Bias in Gendered Language Corpora ↗Erik Derner, Sara Sansalvador de la Fuente, Yoan Gutiérrez et al.4 citations
5. GENDEROUS: Machine Translation and Cross-Linguistic Evaluation of a Gender-Ambiguous Dataset ↗Janiça Hackenbuchner, Eleni Gkovedarou, Joke Daems3 citations
6. GG-BBQ: German Gender Bias Benchmark for Question Answering ↗Shalaka Satheesh, Katrin Klug, Katharina Beckh et al.3 citations
7. One Size Fits None: Rethinking Fairness in Medical AI ↗Roland Roller, Michael Hahn, Ajay Madhavan Ravichandran et al.3 citations
8. Assessing Gender Bias of Pretrained Bangla Language Models in STEM and SHAPE Fields ↗Noor Mairukh Khan Arnob, Saiyara Mahmud, Azmine Toushik Wasi2 citations
9. Gender Bias in Nepali-English Machine Translation: A Comparison of LLMs and Existing MT Systems ↗Supriya Khadka, Bijayan Bhattarai2 citations
10. Adapting Psycholinguistic Research for LLMs: Gender-inclusive Language in a Coreference ContextMarion Bartl, Thomas Brendan Murphy, Susan Leavy1 citation · our summary
11. GenWriter: Reducing Gender Cues in Biographies through Text Rewriting ↗Shweta Soundararajan, Sarah Jane Delany1 citation
12. Measuring Gender Bias in Language Models in Farsi ↗Hamidreza Saffari, Mohammadamin Shafiei, Donya Rooein et al.1 citation
13. Towards Massive Multilingual Holistic Bias ↗Xiaoqing Tan, Prangthip Hansanti, Arina Turkatenko et al.1 citation
14. Wanted: Personalised Bias Warnings for Gender Bias in Language Models ↗Chiara Di Bonaventura, Michelle Nwachukwu, Maria Stoica1 citation
15. A Diachronic Analysis of Human and Model Predictions on Audience Gender in How-to Guides ↗Nicola Fanton, Sidharth Ranjan, Titus von der Malsburg et al.
16. Ableism, Ageism, Gender, and Nationality bias in Norwegian and Multilingual Language Models ↗Martin Sjåvik, Samia Touileb
17. ArGAN: Arabic Gender, Ability, and Nationality Dataset for Evaluating Biases in Large Language Models ↗Ranwa Aly, Yara Allam, Rana Gaber et al.
18. Assessing the Reliability of LLMs Annotations in the Context of Demographic Bias and Model Explanation ↗Hadi Mohammadi, Tina Shahedi, Pablo Mosteiro et al.
19. Bias Attribution in Filipino Language Models: Extending a Bias Interpretability Metric for Application on Agglutinative Languages ↗Lance Calvin Lim Gamboa, Yue Feng, Mark G. Lee
20. Can Explicit Gender Information Improve Zero-Shot Machine Translation? ↗Van-Hien Tran, Huy Hien Vu, Hideki Tanaka et al.
21. Characterizing non-binary French: A first step towards debiasing gender inference ↗Marie Flesch, Heather Burnett
22. Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs ↗Elisa Forcada Rodríguez, Olatz Perez-de-Vinaspre, Jon Ander Campos et al.
23. Disentangling Biased Representations: A Causal Intervention Framework for Fairer NLP Models ↗Yangge Qian, Yilong Hu, Siqi Zhang et al.
24. Examining the Cultural Encoding of Gender Bias in LLMs for Low-Resourced African Languages ↗Abigail Oppong, Hellina Hailu Nigatu, Chinasa T. Okolo
25. Exploring Gender Bias in Large Language Models: An In-depth Dive into the German Language ↗Kristin Gnadt, David Thulke, Simone Kopeinik et al.
26. Fine-Tuning vs Prompting Techniques for Gender-Fair Rewriting of Machine Translations ↗Paolo Mainardi, Federico Garcea, Alberto Barrón-Cedeño
27. From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models ↗Melanie Galea, Claudia Borg
28. Intersectional Bias in Japanese Large Language Models from a Contextualized Perspective ↗Hitomi Yanaka, Xinqi He, Lu Jie et al.
29. Introducing MARB –- A Dataset for Studying the Social Dimensions of Reporting Bias in Language Models ↗Tom Södahl Bladsjö, Ricardo Muñoz Sánchez
30. Mind the Gap: Gender-based Differences in Occupational Embeddings ↗Olga Kononykhina, Anna-Carolina Haensch, Frauke Kreuter
31. Power(ful) Associations: Rethinking “Stereotype” for NLP ↗Hannah Devinney
32. Some Myths About Bias: A Queer Studies Reading Of Gender Bias In NLP ↗Filipa Calado
33. Strengths and Limitations of Word-Based Task Explainability in Vision Language Models: a Case Study on Biological Sex Biases in the Medical Domain ↗Lorenzo Bertolini, Valentin Comte, Victoria Ruiz-Serra et al.
34. Tag-First: Mitigating Distributional Bias in Synthetic User Profiles through Controlled Attribute Generation ↗Ismael Garrido-Muñoz, Fernando Martínez-Santiago, Arturo Montejo-Ráez
35. WoNBias: A Dataset for Classifying Bias & Prejudice Against Women in Bengali Text ↗Md. Raisul Islam Aupi, Nishat Tafannum, Md. Shahidur Rahman et al.

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