Fairness

Preserving Fairness Generalization in Deepfake Detection CVPR 2024 Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement ACL 2024 Procedural Fairness Through Decoupling Objectionable Data Generating Components ICLR 2024 Promoting Fairness Among Dynamic Agents in Online-Matching Markets under Known Stationary Arrival Distributions NeurIPS 2024 Prompting Fairness: Learning Prompts for Debiasing Large Language Models EACL 2024 Proportional Aggregation of Preferences for Sequential Decision Making AAAI 2024 Providing Fair Recourse over Plausible Groups AAAI 2024 Pro-Woman, Anti-Man? Identifying Gender Bias in Stance Detection ACL 2024 Questioning the Survey Responses of Large Language Models NeurIPS 2024 Reasons to Reject? Aligning Language Models with Judgments ACL 2024 Reconciling Predictive and Statistical Parity: A Causal Approach AAAI 2024 Re-examining Sexism and Misogyny Classification with Annotator Attitudes EMNLP 2024 Referee-Meta-Learning for Fast Adaptation of Locational Fairness AAAI 2024 Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes EMNLP 2024 Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox NeurIPS 2024 Robust Learning via Conditional Prevalence Adjustment WACV 2024 SAFARI: Cross-lingual Bias and Factuality Detection in News Media and News Articles EMNLP 2024 Sandalphon@DravidianLangTech-EACL2024: Hate and Offensive Language Detection in Telugu Code-mixed Text using Transliteration-Augmentation EACL 2024 SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation CVPR 2024 SeeGULL Multilingual: a Dataset of Geo-Culturally Situated Stereotypes ACL 2024 Self-supervised Debiasing Using Low Rank Regularization CVPR 2024 SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection SemEval 2024 ”So, are you a different person today?” Analyzing Bias in Questions during Parole Hearings EMNLP 2024 Social Bias Probing: Fairness Benchmarking for Language Models EMNLP 2024 SocialCounterfactuals: Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples CVPR 2024