social bia

Are they lovers or friends? Evaluating LLMs’ Social Reasoning in English and Korean Dialogues ACL 2026 ’A Woman is More Culturally Knowledgeable than A Man?’: The Effect of Personas on Cultural Norm Interpretation in LLMs EACL 2026 Bias Association Discovery Framework for Open-Ended LLM Generations AAAI 2026 Evaluating the Effect of Retrieval Augmentation on Social Biases EACL 2026 How Reasoning Influences Intersectional Biases in Vision–Language Models (Student Abstract) AAAI 2026 Identifying Features Associated with Bias Against 93 Stigmatized Groups in Language Models and Guardrail Model Safety Mitigation AAAI 2026 Interpretable Debiasing of Vision-Language Models for Social Fairness CVPR 2026 Investigating Counterfactual Unfairness in LLMs towards Identities through Humor ACL 2026 Investigating Social Bias Propagation in Federated Fine-tuning of Large Language Models AAAI 2026 Measuring Social Bias in Vision-Language Models with Face-Only Counterfactuals from Real Photos ACL 2026 Mind the Gap: Multilingual Divide in LLM Bias Detection and Reasoning ACL 2026 Shifting Perspectives: Steering Vectors for Robust Bias Mitigation in LLMs EACL 2026 Understanding Human-Like Biases in VLMs via Subjective Face Analytics WACV 2026 Adapting Bias Evaluation to Domain Contexts using Generative Models EMNLP 2025 A Group Fairness Lens for Large Language Models EMNLP 2025 An Ethical Dataset from Real-World Interactions Between Users and Large Language Models IJCAI 2025 Are Stereotypes Leading LLMs’ Zero-Shot Stance Detection ? EMNLP 2025 BanStereoSet: A Dataset to Measure Stereotypical Social Biases in LLMs for Bangla ACL 2025 BasqBBQ: A QA Benchmark for Assessing Social Biases in LLMs for Basque, a Low-Resource Language COLING 2025 Bias Amplification: Large Language Models as Increasingly Biased Media IJCNLP 2025 Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification EMNLP 2025 Biases in Large Language Model-Elicited Text: A Case Study in Natural Language Inference COLING 2025 Biases Propagate in Encoder-based Vision-Language Models: A Systematic Analysis From Intrinsic Measures to Zero-shot Retrieval Outcomes ACL 2025 BiasFilter: An Inference-Time Debiasing Framework for Large Language Models EMNLP 2025 Bias Mitigation or Cultural Commonsense? Evaluating LLMs with a Japanese Dataset EMNLP 2025