"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters

13 October 2023

Papers citing ""Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters"

50 / 101 papers shown

Title
A Comparative Analysis of Ethical and Safety Gaps in LLMs using Relative Danger Coefficient Yehor Tereshchenko Mika Hämäläinen ELM 31 1 0 06 May 2025
Analyzing Cognitive Differences Among Large Language Models through the Lens of Social Worldview Jiatao Li Yanheng Li Xiaojun Wan 10 0 0 04 May 2025
A closer look at how large language models trust humans: patterns and biases Valeria Lerman Yaniv Dover LLMAG 34 0 0 22 Apr 2025
From job titles to jawlines: Using context voids to study generative AI systems Shahan Ali Memon Soham De Sungha Kang Riyan Mujtaba Bedoor K. AlShebli Katie Davis Jaime Snyder Jevin D. West 17 0 0 16 Apr 2025
Societal Impacts Research Requires Benchmarks for Creative Composition Tasks Judy Hanwen Shen Carlos Guestrin 31 0 0 09 Apr 2025
What Makes an Evaluation Useful? Common Pitfalls and Best Practices Gil Gekker Meirav Segal Dan Lahav Omer Nevo ELM 38 0 0 30 Mar 2025
From Structured Prompts to Open Narratives: Measuring Gender Bias in LLMs Through Open-Ended Storytelling Evan Chen Run-Jun Zhan Yan-Bai Lin Hung-Hsuan Chen 44 0 0 20 Mar 2025
Rethinking Prompt-based Debiasing in Large Language Models Xinyi Yang Runzhe Zhan Derek F. Wong Shu Yang Junchao Wu Lidia S. Chao ALM 60 1 0 12 Mar 2025
BiasEdit: Debiasing Stereotyped Language Models via Model Editing Xin Xu Wei Xu N. Zhang Julian McAuley KELM 39 0 0 11 Mar 2025
On the Mutual Influence of Gender and Occupation in LLM Representations Haozhe An Connor Baumler Abhilasha Sancheti Rachel Rudinger AI4CE 53 0 0 09 Mar 2025
Shifting Perspectives: Steering Vector Ensembles for Robust Bias Mitigation in LLMs Zara Siddique Irtaza Khalid Liam D. Turner Luis Espinosa-Anke LLMSV 56 0 0 07 Mar 2025
Don't Get Too Excited -- Eliciting Emotions in LLMs Gino Franco Fazzi Julie Skoven Hinge Stefan Heinrich Paolo Burelli 36 0 0 04 Mar 2025
AI persuading AI vs AI persuading Humans: LLMs' Differential Effectiveness in Promoting Pro-Environmental Behavior Alexander Doudkin Pat Pataranutaporn Pattie Maes AI4CE 43 0 0 03 Mar 2025
Variance reduction in output from generative AI Yu Xie Yueqi Xie 36 0 0 02 Mar 2025
Rethinking LLM Bias Probing Using Lessons from the Social Sciences Kirsten N. Morehouse S. Swaroop Weiwei Pan 43 0 0 28 Feb 2025
GuidedBench: Equipping Jailbreak Evaluation with Guidelines Ruixuan Huang Xunguang Wang Zongjie Li Daoyuan Wu Shuai Wang ALM ELM 53 0 0 24 Feb 2025
Auto-Search and Refinement: An Automated Framework for Gender Bias Mitigation in Large Language Models Yue Xu Chengyan Fu Li Xiong Sibei Yang Wenjie Wang 42 0 0 17 Feb 2025
Presumed Cultural Identity: How Names Shape LLM Responses Siddhesh Pawar Arnav Arora Lucie-Aimée Kaffee Isabelle Augenstein 45 0 0 17 Feb 2025
Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs Angelina Wang Michelle Phan Daniel E. Ho Sanmi Koyejo 43 2 0 04 Feb 2025
Unmasking Conversational Bias in AI Multiagent Systems Erica Coppolillo Giuseppe Manco Luca Maria Aiello LLMAG 52 0 0 24 Jan 2025
Surveying Attitudinal Alignment Between Large Language Models Vs. Humans Towards 17 Sustainable Development Goals Qingyang Wu Ying Xu Tingsong Xiao Yunze Xiao Yitong Li ... Yichi Zhang Shanghai Zhong Yuwei Zhang Wei Lu Yifan Yang 73 1 0 17 Jan 2025
Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives Xinyao Ma Rui Zhu Zihao Wang Jingwei Xiong Qingyu Chen Haixu Tang L. Jean Camp Lucila Ohno-Machado LM&MA 39 0 0 12 Jan 2025
Who Does the Giant Number Pile Like Best: Analyzing Fairness in Hiring Contexts Preethi Seshadri Seraphina Goldfarb-Tarrant 35 0 0 08 Jan 2025
Towards Effective Discrimination Testing for Generative AI Thomas P. Zollo Nikita Rajaneesh Richard Zemel Talia B. Gillis Emily Black 30 1 0 31 Dec 2024
Unlocking LLMs: Addressing Scarce Data and Bias Challenges in Mental Health Vivek Kumar Eirini Ntoutsi Pushpraj Singh Rajawat Giacomo Medda Diego Reforgiato Recupero AI4MH 79 0 0 17 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 63 0 0 05 Dec 2024
Implicit Priors Editing in Stable Diffusion via Targeted Token Adjustment Feng He Chao Zhang Zhixue Zhao 69 0 0 04 Dec 2024
Different Bias Under Different Criteria: Assessing Bias in LLMs with a Fact-Based Approach Changgeon Ko Jisu Shin Hoyun Song Jeongyeon Seo Jong C. Park 62 0 0 26 Nov 2024
Evaluating Gender Bias in Large Language Models Michael Döll Markus Döhring Andreas Müller 25 1 0 14 Nov 2024
CoPrompter: User-Centric Evaluation of LLM Instruction Alignment for Improved Prompt Engineering Ishika Joshi Simra Shahid Shreeya Venneti Manushree Vasu Yantao Zheng Yunyao Li Balaji Krishnamurthy Gromit Yeuk-Yin Chan 24 3 0 09 Nov 2024
Gender Bias in LLM-generated Interview Responses Haein Kong Yongsu Ahn Sangyub Lee Yunho Maeng 26 6 0 28 Oct 2024
Are Large Language Models Ready for Travel Planning? Ruiping Ren Xing Yao Shu Cole Haining Wang 18 0 0 22 Oct 2024
Natural Language Processing for Human Resources: A Survey Naoki Otani Nikita Bhutani Estevam R. Hruschka VLM 35 0 0 21 Oct 2024
A Comprehensive Evaluation of Cognitive Biases in LLMs Simon Malberg Roman Poletukhin Carolin M. Schuster Georg Groh ELM 32 5 0 20 Oct 2024
Vital Insight: Assisting Experts' Context-Driven Sensemaking of Multi-modal Personal Tracking Data Using Visualization and Human-In-The-Loop LLM Agents Jiachen Li Justin Steinberg Xiwen Li Akshat Choube Bingsheng Yao Dakuo Wang Elizabeth D. Mynatt Elizabeth Mynatt Varun Mishra 29 0 0 18 Oct 2024
Isolated Causal Effects of Natural Language Victoria Lin Louis-Philippe Morency Eli Ben-Michael CML 26 1 0 18 Oct 2024
Data Defenses Against Large Language Models William Agnew Harry H. Jiang Cella Sum Maarten Sap Sauvik Das AAML 21 0 0 17 Oct 2024
Stereotype or Personalization? User Identity Biases Chatbot Recommendations Anjali Kantharuban Jeremiah Milbauer Emma Strubell Graham Neubig 21 9 0 08 Oct 2024
Ordinal Preference Optimization: Aligning Human Preferences via NDCG Yang Zhao Yixin Wang Mingzhang Yin 24 2 0 06 Oct 2024
On the Influence of Gender and Race in Romantic Relationship Prediction from Large Language Models Abhilasha Sancheti Haozhe An Rachel Rudinger 34 0 0 05 Oct 2024
Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge Jiayi Ye Yanbo Wang Yue Huang Dongping Chen Qihui Zhang ... Werner Geyer Chao Huang Pin-Yu Chen Nitesh V. Chawla Xiangliang Zhang ELM 30 43 0 03 Oct 2024
Towards Implicit Bias Detection and Mitigation in Multi-Agent LLM Interactions Angana Borah Rada Mihalcea 30 7 0 03 Oct 2024
Anti-stereotypical Predictive Text Suggestions Do Not Reliably Yield Anti-stereotypical Writing Connor Baumler Hal Daumé III 16 0 0 30 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 28 2 0 20 Sep 2024
STOP! Benchmarking Large Language Models with Sensitivity Testing on Offensive Progressions Robert D Morabito Sangmitra Madhusudan Tyler McDonald Ali Emami 24 0 0 20 Sep 2024
SAGED: A Holistic Bias-Benchmarking Pipeline for Language Models with Customisable Fairness Calibration Xin Guan Nathaniel Demchak Saloni Gupta Ze Wang Ediz Ertekin Jr. Adriano Soares Koshiyama Emre Kazim Zekun Wu 32 2 0 17 Sep 2024
Challenging Fairness: A Comprehensive Exploration of Bias in LLM-Based Recommendations Shahnewaz Karim Sakib Anindya Bijoy Das 23 0 0 17 Sep 2024
Unveiling Gender Bias in Large Language Models: Using Teacher's Evaluation in Higher Education As an Example Yuanning Huang 28 0 0 15 Sep 2024
Multimodal Fusion with LLMs for Engagement Prediction in Natural Conversation Cheng Charles Ma Kevin Hyekang Joo Alexandria K. Vail Sunreeta Bhattacharya Álvaro Fernández García Kailana Baker-Matsuoka Sheryl Mathew Lori L. Holt Fernando De la Torre 42 3 0 13 Sep 2024
Towards Safer Online Spaces: Simulating and Assessing Intervention Strategies for Eating Disorder Discussions Louis Penafiel Hsien-Te Kao Isabel Erickson David Chu Robert McCormack Kristina Lerman Svitlana Volkova 18 0 0 06 Sep 2024