social bia

What is Behind Homelessness Bias? Using LLMs and NLP to Mitigate Homelessness by Acting on Social Stigma IJCAI 2025 What’s Not Said Still Hurts: A Description-Based Evaluation Framework for Measuring Social Bias in LLMs EMNLP 2025 What’s the most important value? INVP: INvestigating the Value Priorities of LLMs through Decision-making in Social Scenarios COLING 2025 White Men Lead, Black Women Help? Benchmarking and Mitigating Language Agency Social Biases in LLMs ACL 2025 Who Holds the Pen? Caricature and Perspective in LLM Retellings of History EMNLP 2025 Your RAG is Unfair: Exposing Fairness Vulnerabilities in Retrieval-Augmented Generation via Backdoor Attacks EMNLP 2025 A Bayesian Quantification of Aporophobia and the Aggravating Effect of Low–Wealth Contexts on Stigmatization NAACL 2024 ABLE: Agency-BeLiefs Embedding to Address Stereotypical Bias through Awareness Instead of Obliviousness COLING 2024 AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters ACL 2024 Analyzing Effects of Learning Downstream Tasks on Moral Bias in Large Language Models COLING 2024 Ask LLMs Directly, “What shapes your bias?”: Measuring Social Bias in Large Language Models ACL 2024 BiasDora: Exploring Hidden Biased Associations in Vision-Language Models EMNLP 2024 Can Machine Unlearning Reduce Social Bias in Language Models? EMNLP 2024 Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications NAACL 2024 Debiasing with Sufficient Projection: A General Theoretical Framework for Vector Representations NAACL 2024 Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness ACL 2024 Do Large Language Models Understand Mansplaining? Well, Actually... COLING 2024 Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models EMNLP 2024 “Global is Good, Local is Bad?”: Understanding Brand Bias in LLMs EMNLP 2024 GPT is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction ACL 2024 IndiBias: A Benchmark Dataset to Measure Social Biases in Language Models for Indian Context NAACL 2024 Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative Models ACL 2024 Linguistic Bias in ChatGPT: Language Models Reinforce Dialect Discrimination EMNLP 2024 On the social bias of speech self-supervised models Interspeech 2024 Probing Social Bias in Labor Market Text Generation by ChatGPT: A Masked Language Model Approach NeurIPS 2024