Fairness

OffsetBias: Leveraging Debiased Data for Tuning Evaluators EMNLP 2024 Online Combinatorial Optimization with Group Fairness Constraints IJCAI 2024 Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints AAAI 2024 On Mitigating Performance Disparities in Multilingual Speech Recognition EMNLP 2024 On Socially Fair Low-Rank Approximation and Column Subset Selection NeurIPS 2024 On the Effectiveness of Adversarial Robustness for Abuse Mitigation with Counterspeech NAACL 2024 On the Effects of Fairness to Adversarial Vulnerability IJCAI 2024 On the Encoding of Gender in Transformer-based ASR Representations Interspeech 2024 On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization WACV 2024 On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods AAAI 2024 On the Inductive Biases of Demographic Parity-based Fair Learning Algorithms UAI 2024 On the Influence of Gender and Race in Romantic Relationship Prediction from Large Language Models EMNLP 2024 On the Interplay between Fairness and Explainability NAACL 2024 On the social bias of speech self-supervised models Interspeech 2024 On the Vulnerability of Fairness Constrained Learning to Malicious Noise AISTATS 2024 OpenBias: Open-set Bias Detection in Text-to-Image Generative Models CVPR 2024 Optimal Multi-Distribution Learning COLT 2024 Order Up! Micromanaging Inconsistencies in ChatGPT-4o Text Analyses EMNLP 2024 Ordinal Maximin Guarantees for Group Fair Division IJCAI 2024 Overview of PerspectiveArg2024 The First Shared Task on Perspective Argument Retrieval ACL 2024 OxonFair: A Flexible Toolkit for Algorithmic Fairness NeurIPS 2024 Paintings and Drawings Aesthetics Assessment with Rich Attributes for Various Artistic Categories IJCAI 2024 Parameterized Approximation Schemes for Fair-Range Clustering NeurIPS 2024 Perceptions of Language Technology Failures from South Asian English Speakers ACL 2024 Perceptual Fairness in Image Restoration NeurIPS 2024