Fairness

Hate Explained: Evaluating NER-Enriched Text in Human and Machine Moderation of Hate Speech ACL 2025 HateImgPrompts: Mitigating Generation of Images Spreading Hate Speech NAACL 2025 Hear Me Out: Interactive evaluation and bias discovery platform for speech-to-speech conversational AI Interspeech 2025 HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype Detection 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 How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making? NAACL 2025 How Inclusively do LMs Perceive Social and Moral Norms? NAACL 2025 How to Resolve Envy by Adding Goods IJCAI 2025 Human and LLM-Based Resume Matching: An Observational Study NAACL 2025 Human Bias in the Face of AI: Examining Human Judgment Against Text Labeled as AI Generated ACL 2025 Hyperbolic Safety-Aware Vision-Language Models CVPR 2025 Improving and Assessing the Fidelity of Large Language Models Alignment to Online Communities NAACL 2025 Improving Fairness of Large Language Models in Multi-document Summarization ACL 2025 Improving Linguistic Diversity of Large Language Models with Possibility Exploration Fine-Tuning Interspeech 2025 Incorporating Diverse Perspectives in Cultural Alignment: Survey of Evaluation Benchmarks Through A Three-Dimensional Framework EMNLP 2025 Intersectional Bias in Japanese Large Language Models from a Contextualized Perspective ACL 2025 Introducing MARB — A Dataset for Studying the Social Dimensions of Reporting Bias in Language Models ACL 2025 Investigating Gender Bias in Text-to-Audio Generation Models Interspeech 2025 Is a bunch of words enough to detect disagreement in hateful content? COLING 2025 Iterative Multilingual Spectral Attribute Erasure EMNLP 2025 Iterative Prompt Refinement for Safer Text-to-Image Generation EMNLP 2025 JBBQ: Japanese Bias Benchmark for Analyzing Social Biases in Large Language Models ACL 2025 J-j-j-just Stutter: Benchmarking Whisper's Performance Disparities on Different Stuttering Patterns Interspeech 2025 Joint Vision-Language Social Bias Removal for CLIP CVPR 2025 Judging It, Washing It: Scoring and Greenwashing Corporate Climate Disclosures using Large Language Models ACL 2025