gender bia

BAFIS: Dataset + Framework to Assess Occupational Bias and Human Preference in Modern Text-to-image Models WACV 2026 Beyond Names: How Grammatical Gender Markers Bias LLM-based Educational Recommendations EACL 2026 EMMA: Concept Erasure Benchmark with Comprehensive Semantic Metrics and Diverse Categories CVPR 2026 FairQE: Multi-Agent Framework for Mitigating Gender Bias in Translation Quality Estimation ACL 2026 GKnow: Measuring the Entanglement of Gender Bias and Factual Gender ACL 2026 Investigating Gender Stereotypes in Large Language Models via Social Determinants of Health EACL 2026 SCALEX: Scalable Concept and Latent Exploration for Diffusion Models WACV 2026 The Confidence Trap: Gender Bias and Predictive Certainty in LLMs AAAI 2026 Uncertainty Quantification for Evaluating Gender Bias in Machine Translation EACL 2026 Ableism, Ageism, Gender, and Nationality bias in Norwegian and Multilingual Language Models ACL 2025 Adapting Psycholinguistic Research for LLMs: Gender-inclusive Language in a Coreference Context ACL 2025 A Diachronic Analysis of Human and Model Predictions on Audience Gender in How-to Guides ACL 2025 ANSR@DravidianLangTech 2025: Detection of Abusive Tamil and Malayalam Text Targeting Women on Social Media using RoBERTa and XGBoost NAACL 2025 ArGAN: Arabic Gender, Ability, and Nationality Dataset for Evaluating Biases in Large Language Models ACL 2025 Assessing Gender Bias of Pretrained Bangla Language Models in STEM and SHAPE Fields ACL 2025 Assumed Identities: Quantifying Gender Bias in Machine Translation of Gender-Ambiguous Occupational Terms EMNLP 2025 Beyond Content: How Grammatical Gender Shapes Visual Representation in Text-to-Image Models EMNLP 2025 Beyond the Mode: Sequence-Level Distillation of Multilingual Translation Models for Low-Resource Language Pairs NAACL 2025 Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads NAACL 2025 Biased Tales: Cultural and Topic Bias in Generating Children’s Stories EMNLP 2025 Biases in Large Language Model-Elicited Text: A Case Study in Natural Language Inference COLING 2025 Bias in Gender Bias Benchmarks: How Spurious Features Distort Evaluation ICCV 2025 Bias in Language Models: Beyond Trick Tests and Towards RUTEd Evaluation ACL 2025 Blind Men and the Elephant: Diverse Perspectives on Gender Stereotypes in Benchmark Datasets EMNLP 2025 Breaking Language Barriers or Reinforcing Bias? A Study of Gender and Racial Disparities in Multilingual Contrastive Vision Language Models IJCNLP 2025