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Fairness

3337 directly classified papers

Papers per year

Papers

Voting in Divisible Settings: A Survey AAAI 2026
SCALEX: Scalable Concept and Latent Exploration for Diffusion Models WACV 2026
How I Met Your Bias: Investigating Bias Amplification in Diffusion Models WACV 2026
Are All Marine Species Created Equal? Performance Disparities in Underwater Object Detection WACV 2026
FairScene: Learning Class-Disentangled 2D/3D Representations for Semantic Scene Completion WACV 2026
Lose Your Self (LoYS): An Adversarial Entropy-based Unsupervised Approach for Model Debiasing WACV 2026
SilverLining: Data-First Mitigation of Spatial and Spectral Shortcuts Without Introducing New Confounders WACV 2026
Better Safe Than Sorry? Overreaction Problem of Vision Language Models in Visual Emergency Recognition WACV 2026
AFL-PRF: Adaptive Federated Learning for Low-Quality Data: Enhancing Performance, Robustness, and Fairness WACV 2026
ReMedQA: Are We Done With Medical Multiple-Choice Benchmarks? EACL 2026
Gender and Politeness Perception: A Novel Approach for Exploring Annotations Disagreement EACL 2026
Measuring Mechanistic Independence: Can Bias Be Removed Without Erasing Demographics? EACL 2026
Evaluating the Effect of Retrieval Augmentation on Social Biases EACL 2026
“Yuki Gets Sushi, David Gets Steak?”: Uncovering Gender and Racial Biases in LLM-Based Meal Recommendations EACL 2026
FanarGuard: A Culturally-Aware Moderation Filter for Arabic Language Models EACL 2026
CAIRE: Cultural Attribution of Images with Retrieval EACL 2026
MiSCHiEF: A Benchmark in Minimal-Pairs of Safety and Culture for Holistic Evaluation of Fine-Grained Image-Caption Alignment EACL 2026
On the Interplay between Human Label Variation and Model Fairness EACL 2026
Hire Your Anthropologist! Rethinking Culture Benchmarks Through an Anthropological Lens EACL 2026
Bias in the Ear of the Listener: Assessing Sensitivity in Audio Language Models Across Linguistic, Demographic, and Positional Variations EACL 2026
Investigating Gender Stereotypes in Large Language Models via Social Determinants of Health EACL 2026
Power Asymmetries, Bias, and AI, a Reflection of Society on Low-Resourced Languages - African Languages as Case Study EACL 2026
Discourses of Prevention: A Multimodal Study of HPV Vaccination Campaigns in Italy EACL 2026
GlobLingDiv: A global dataset linking linguistic diversity and digital support to reveal landscapes with under-resourced languages for NLP EACL 2026
De-Speakerizing Accented ASR: Measuring and Mitigating Speaker Entanglement for Fair, Reliable Recognition AAAI 2026