social bia

Bias Unveiled: Investigating Social Bias in LLM-Generated Code AAAI 2025 Brown Like Chocolate: How Vision-Language Models Associate Skin Tone with Food Colors EMNLP 2025 BTC-SAM: Leveraging LLMs for Generation of Bias Test Cases for Sentiment Analysis Models EMNLP 2025 CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models ICLR 2025 DECASTE: Unveiling Caste Stereotypes in Large Language Models Through Multi-Dimensional Bias Analysis IJCAI 2025 Decoding Fatphobia: Examining Anti-Fat and Pro-Thin Bias in AI-Generated Images NAACL 2025 Dissecting and Mitigating Diffusion Bias via Mechanistic Interpretability CVPR 2025 Does Reasoning Introduce Bias? A Study of Social Bias Evaluation and Mitigation in LLM Reasoning EMNLP 2025 Explicit vs. Implicit: Investigating Social Bias in Large Language Models through Self-Reflection ACL 2025 Fair Summarization: Bridging Quality and Diversity in Extractive Summaries NAACL 2025 FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language Models NAACL 2025 From Anger to Joy: How Nationality Personas Shape Emotion Attribution in Large Language Models IJCNLP 2025 HESEIA: A community-based dataset for evaluating social biases in large language models, co-designed in real school settings in Latin America EMNLP 2025 Identifying and Mitigating Social Bias Knowledge in Language Models NAACL 2025 Insights from a Disaggregated Analysis of Kinds of Biases in a Multicultural Dataset EMNLP 2025 Intersectional Bias in Japanese Large Language Models from a Contextualized Perspective ACL 2025 Intrinsic Bias is Predicted by Pretraining Data and Correlates with Downstream Performance in Vision-Language Encoders NAACL 2025 Introducing MARB — A Dataset for Studying the Social Dimensions of Reporting Bias in Language Models ACL 2025 Investigating and Mitigating Undesirable Biases in Large Language Models AAAI 2025 JBBQ: Japanese Bias Benchmark for Analyzing Social Biases in Large Language Models ACL 2025 Job Unfair: An Investigation of Gender and Occupational Bias in Free-Form Text Completions by LLMs EMNLP 2025 Joint Vision-Language Social Bias Removal for CLIP CVPR 2025 LLMs Reproduce Stereotypes of Sexual and Gender Minorities EMNLP 2025 MABR: Multilayer Adversarial Bias Removal Without Prior Bias Knowledge AAAI 2025 Measuring Social Biases in Masked Language Models by Proxy of Prediction Quality ACL 2025