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Fairness

3337 directly classified papers

Papers per year

Papers

MVReward: Better Aligning and Evaluating Multi-View Diffusion Models with Human Preferences AAAI 2025
A Practical Method for Generating String Counterfactuals NAACL 2025
Fair Training with Zero Inputs AAAI 2025
Tackling Social Bias against the Poor: a Dataset and a Taxonomy on Aporophobia NAACL 2025
Thinking Racial Bias in Fair Forgery Detection: Models, Datasets and Evaluations AAAI 2025
Efficient and Rigorous Model-Agnostic Explanations IJCAI 2025
Wisdom from Diversity: Bias Mitigation Through Hybrid Human-LLM Crowds IJCAI 2025
Multi-Group Proportional Representations for Text-to-Image Models CVPR 2025
Label Convergence: Defining an Upper Performance Bound in Object Recognition through Contradictory Annotations WACV 2025
Reward Model Perspectives: Whose Opinions Do Reward Models Reward? EMNLP 2025
Evaluating and Mitigating Linguistic Discrimination in Large Language Models: Perspectives on Safety Equity and Knowledge Equity IJCAI 2025
AesBiasBench: Evaluating Bias and Alignment in Multimodal Language Models for Personalized Image Aesthetic Assessment EMNLP 2025
Constrained Fair and Efficient Allocations AAAI 2025
Can LLMs Express Personality Across Cultures? Introducing CulturalPersonas for Evaluating Trait Alignment EMNLP 2025
Towards Safer Pretraining: Analyzing and Filtering Harmful Content in Webscale Datasets for Responsible LLMs IJCAI 2025
Plug-and-Play Interpretable Responsible Text-to-Image Generation via Dual-Space Multi-facet Concept Control CVPR 2025
Explaining in Diffusion: Explaining a Classifier with Diffusion Semantics CVPR 2025
Attention IoU: Examining Biases in CelebA using Attention Maps CVPR 2025
CABIN: Debiasing Vision-Language Models Using Backdoor Adjustments IJCAI 2025
FairCognizer: A Model for Accurate Predictions with Inherent Fairness Evaluation (Extended Abstract) IJCAI 2025
Understanding Microtargeting Pattern on Social Media AAAI 2025
Scalable and Trustworthy Learning in Heterogeneous Networks AAAI 2025
Moral Compass: A Data-Driven Benchmark for Ethical Cognition in AI IJCAI 2025
Measuring Social Biases in Masked Language Models by Proxy of Prediction Quality ACL 2025
Fairness Issues and Mitigations in (Differentially Private) Socio-Demographic Data Processes AAAI 2025