Fairness

Performant ASR Models for Medical Entities in Accented Speech Interspeech 2024 Performative Ethics From Within the Ivory Tower: How CSPractitioners Uphold Systems of Oppression (Abstract Reprint) IJCAI 2024 Pitfalls of Conversational LLMs on News Debiasing COLING 2024 Pooling Image Datasets with Multiple Covariate Shift and Imbalance ICLR 2024 Post-hoc bias scoring is optimal for fair classification ICLR 2024 Pragmatic Fairness: Developing Policies with Outcome Disparity Control CLeaR 2024 PreciseDebias: An Automatic Prompt Engineering Approach for Generative AI To Mitigate Image Demographic Biases WACV 2024 Predicate Debiasing in Vision-Language Models Integration for Scene Graph Generation Enhancement EMNLP 2024 Prediction without Preclusion: Recourse Verification with Reachable Sets ICLR 2024 Preserving Fairness Generalization in Deepfake Detection CVPR 2024 Pre-Trained Language Models Represent Some Geographic Populations Better than Others COLING 2024 Preventing Eviction-Caused Homelessness through ML-Informed Distribution of Rental Assistance AAAI 2024 Principles for AI-Assisted Social Influence and Their Application to Social Mediation EMNLP 2024 Private Attribute Inference from Images with Vision-Language Models NeurIPS 2024 Probing Social Bias in Labor Market Text Generation by ChatGPT: A Masked Language Model Approach NeurIPS 2024 Procedural Fairness Through Decoupling Objectionable Data Generating Components ICLR 2024 Projective Methods for Mitigating Gender Bias in Pre-trained Language Models COLING 2024 Promoting Fairness Among Dynamic Agents in Online-Matching Markets under Known Stationary Arrival Distributions NeurIPS 2024 Promoting Fair Vaccination Strategies through Influence Maximization: A Case Study on COVID-19 Spread AAAI 2024 Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models EMNLP 2024 Prompting Fairness: Learning Prompts for Debiasing Large Language Models EACL 2024 Proportional Aggregation of Preferences for Sequential Decision Making AAAI 2024 Proportional Fairness in Non-Centroid Clustering NeurIPS 2024 Proportional Representation in Metric Spaces and Low-Distortion Committee Selection AAAI 2024 Providing Fair Recourse over Plausible Groups AAAI 2024