Gender Bias in Language Models

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5 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. Acmite: Mitigating Gender Bias in LLMs through Concept-Guided Mutual Information

    Oct 1, 2026Tian Lan, Xiaoqing Cheng, Han Zhang +1Gender Bias in Language ModelsDebiased ML

    Kyoto University · Zhejiang University · Shanghai Jiao Tong University +1

  2. Gender bias across LLMs is common and highly heterogeneous

    Sep 29, 2026Edoardo Bolzoni, Valerio CapraroGender Bias in Language ModelsLLM Auditing

    University of Milan-Bicocca, Milan, Italy

  3. Harm Laundering in GPT Models: Evidence That Gender Discrimination Is Transformed Rather Than Reduced Across Safety-Trained Generations

    Sep 17, 2026Sarah Wyer, Sue Black, Noura Al MoubayedGender Bias in Language ModelsLanguage Model Safety Evaluation

    Durham University

  4. Linguistic Triggers of Gender and Racial Bias in Open-Weight LLMs Applied to Recruitment

    Sep 16, 2026Kosuke Kitahara, Nobuhiro YamaguchiGender Bias in Language ModelsAI-Assisted Decision Making

    Recruit Co., Ltd. 1-9-2 Marunouchi Chiyoda-ku, Tokyo 100-6640 Japan

  5. How Humans and LLMs Read Gender into "Gender-Neutral" Physical Descriptions

    Sep 14, 2026Yingjia Wan, Lin Lin, Elisa KreissGender Bias in Language ModelsLanguage Model Bias Evaluation

    Department of Communication University of California, Los Angeles (UCLA) · Department of Computer Science University of California, Los Angeles (UCLA)

  6. It's How You Ask: Gender-Associated Linguistic Bias in LLMs

    Aug 13, 2026Katherine Van Koevering, Anjalie FieldGender Bias in Language ModelsSocial Bias in Language Models

    Data Science and AI Institute Johns Hopkins University · Computer Science Department Johns Hopkins University

  7. How Do Large Language Models Judge Social Attraction? Evidence from Theory-Grounded Persona Ratings Across Multiple LLMs and Humans

    Aug 10, 2026Hasan Mahmud, Khawaja Abaid Ullah, Mohammad Javad Khojasteh +2Human Preference EvaluationGender Bias in Language Models

    School of Communication, Rochester Institute of Technology · Department of Electrical and Microelectronic Engineering, Kate Gleason College of Engineering, Rochester Institute of Technology Rochester, NY 14623, USA

  8. Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection

    Aug 4, 2026Razieh Chalehchaleh, Reza Farahbakhsh, Noel CrespiGender Bias in Language ModelsFake News Detection

    SAMOVAR, Télécom SudParis, Institut Polytechnique de Paris, 91120 Palaiseau, France

  9. Symphony of Bias: Exploring Gender Associations with Musical Instruments in Multimodal LLMs

    Jul 29, 2026Farhan Farsi, Shayan Bali, Mohammad Heydari Rad +2Gender Bias in Language ModelsMultimodal Large Language Models

    Amirkabir University of Technology · King’s College London · University of Tehran +1

  10. LoRA for Gender-Inclusive Rewriting and Activation Steering for Counter-Narrative Generation

    Jul 25, 2026Akhil Rajeev P, Manoj Balaji JGender Bias in Language ModelsLanguage Model Steering

    C-DAC, Bangalore · Indian Institute of Technology, Kharagpur

  11. Evaluating and Mitigating Gender Bias in Pre-trained Embeddings for ML-based Recruitment

    Jul 22, 2026Farnaz Faramarzi Lighvan, Lynn HouthuysGender Bias in Language ModelsAlgorithmic Fairness

    AI Lab, Vrije Universiteit Brussel, Belgium

  12. Estimating Grammatical Gender Directions in Contextual Embeddings under Controlled and Natural Contexts

    Jun 29, 2026Huanping Xiao, Yingji LiGender Bias in Language ModelsRepresentation Disentanglement

    College of Foreign Languages and Cultures, Jilin University, Changchun, Jilin Province, China · College of Computer Science and Technology, Jilin University, Changchun, Jilin Province, China

  13. Can LLMs Hire Fairly? Racial Bias in Resume Screening

    Jun 27, 2026Zhenyu Gao, Wenxi Jiang, Yutong YanGender Bias in Language ModelsSocial Bias in Language Models

    Department of Finance, CUHK Business School, The Chinese University of Hong Kong

  14. Gender Bias in LLM Hiring Decisions: Evidence from a Japanese Context and Evaluation of Mitigation Strategies

    Jun 17, 2026Serena A. Hoffstedde, Machiko Hirota, Akshara Nadayanur Sathis Kanna +4Gender Bias in Language ModelsAI-Assisted Decision Making

    Shibaura Institute of Technology, Tokyo, Japan · Amsterdam University of Applied Sciences, Amsterdam, Netherlands · University of Pennsylvania, Philadelphia, USA +2

  15. Contaminated Collaboration: Measuring Gender Bias Transfer in LLM-Assisted Student Writing

    Jun 14, 2026Ariyan Hossain, Kazi Kamruzzaman Rabbi, Farig Sadeque +1Gender Bias in Language ModelsGenerative AI in Education

    Brac University, Dhaka, Bangladesh

  16. A Two-Stage Statistical Framework for Evaluating Associative Interference in Large Language Models

    Jun 12, 2026Achraf Cohen, Andrew KincaidGender Bias in Language ModelsLanguage Model Bias Evaluation

    Department of Mathematics and Statistics University of West Florida

  17. Harsher on Male? Evaluating LLMs on Gender-Asymmetric Moral Framing Across Diverse Conflict Scenarios

    Jun 12, 2026Guangzong Si, Dong Wang, Zhenhao Li +3Gender Bias in Language ModelsMoral Reasoning in Language Models

    University of Science and Technology of China · Eastern Institute of Technology, Ningbo

  18. Beyond Third-Person Audits: Situated Interaction Auditing for User-Centered LLM Bias Research

    Jun 10, 2026Andrés Abeliuk, Cinthia Sanchez Macias, Valentina Alarcón +2Gender Bias in Language ModelsSocial Bias in Language Models

    Department of Computer Science University of Chile Center for Artificial Intelligence (CENIA) Santiago, Chile · Center for Artificial Intelligence (CENIA) Santiago, Chile · Institute of Sociology Pontificia Universidad Católica de Chile Santiago, Chile

  19. Neutrality Bites: Gender Representation in AI-Generated Animal Stories

    Jun 6, 2026Imani Finkley, Yuanxi Li, Melanie WalshGender Bias in Language ModelsSocial Bias in Language Models

    University of Washington, Seattle, Washington, USA

  20. Gender-Dependent Diagnostic Substitution in LLM Medical Triage: Same Symptoms, Unequal Urgency

    Jun 2, 2026Qi Han WongGender Bias in Language ModelsClinical Triage

  21. Do Gender Cues Affect LLM Value Trade-offs? Evidence from a Controlled Decision Benchmark

    Jun 1, 2026Yangyang Liu, Dong Yu, Pengyuan LiuGender Bias in Language ModelsMoral Reasoning in Language Models

    Beijing Language and Culture University

  22. Anchoring LLM Gender Bias to Human Baselines: A Cross-Lingual Audit

    May 29, 2026Jiwoo Choi, Seonwoo Ahn, Tongxin Zhang +1Gender Bias in Language ModelsMultilingual Language Model Evaluation

    School of Digital Humanities and Computational Social Sciences, KAIST, South Korea

  23. Neuron-Level Interventions for Gendered and Gender-Neutral Generation in Language Models

    May 29, 2026Zhiwen You, Nafiseh Nikeghbal, Jana DiesnerGender Bias in Language ModelsLLM Interpretability

    University of Illinois Urbana-Champaign · Technical University of Munich · Munich Center for Machine Learning

  24. GRUFF: LLM Pronoun Fidelity, Reasoning, and Biases in German

    May 28, 2026Fabian Mewes, Anne Lauscher, Vagrant GautamGender Bias in Language ModelsLinguistic Bias in Language Models

    JobMatchMe GmbH, Germany · Trustworthy AI Lab, University of Hamburg, Germany · Heidelberg Institute for Theoretical Studies, Germany

  25. Insidious by Design: Implications of Large Language Model algorithmic bias for the Global South

    May 26, 2026Sioux McKenna, Nompilo TshumaGender Bias in Language ModelsCultural Bias in Language Models

    Rhodes University, Makhanda, South Africa · Stellenbosch University, Stellenbosch, South Africa

  26. Mechanics of Bias and Reasoning: Interpreting the Impact of Chain-of-Thought Prompting on Gender Bias in LLMs

    May 19, 2026Edie Pearman, Sophia Osborne, Mira Kandlikar-Bloch +3Gender Bias in Language ModelsLLM Interpretability

    1Mila – Quebec AI Institute, Montreal, Canada · 2McGill University, Montreal, Canada · 3HEC Montreal, Montreal, Canada

  27. Towards Trust Calibration in Socially Interactive Agents: Investigating Gendered Multimodal Behaviors Generation with LLMs

    May 19, 2026Lucie Galland, Chloé Clavel, Magalie OchsGender Bias in Language ModelsTrust in AI

    LIS Laboratory, Amu · Marseille, France · Inria Paris +1

  28. GKnow: Measuring the Entanglement of Gender Bias and Factual Gender

    May 12, 2026Leonor Veloso, Hinrich SchützeGender Bias in Language ModelsLLM Interpretability

    Center for Information and Language Processing, LMU Munich · Munich Center for Machine Learning (MCML)

  29. Is She Even Relevant? When BERT Ignores Explicit Gender Cues

    May 8, 2026Jonas Klein, Chiara Manna, Eva VanmassenhoveLanguage Model PretrainingGender Bias in Language Models

    Department of Computational Cognitive Science, Tilburg University, Warandelaan 2, 5037 AB Tilburg, Netherlands

  30. EQUITRIAGE: A Fairness Audit of Gender Bias in LLM-Based Emergency Department Triage

    May 5, 2026Richard J. Young, Alice M. MatthewsGender Bias in Language ModelsClinical Triage

    University of Nevada, Las Vegas, Lee Business School, Las Vegas, NV, USA · DeepNeuro AI, Las Vegas, NV, USA · Concorde Career Colleges, Dept. of Cardiovascular and Medical Diagnostic Sonography