Fairness

Towards Equitable Natural Language Understanding Systems for Dialectal Cohorts: Debiasing Training Data COLING 2024 Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset COLING 2024 Towards Explainable Evaluation Metrics for Machine Translation JMLR 2024 Towards Fairer Centroids in K-means Clustering AAAI 2024 Towards Fairer NLP Models: Handling Gender Bias In Classification Tasks ACL 2024 Towards Fair Graph Federated Learning via Incentive Mechanisms AAAI 2024 Towards Fairness-Aware Adversarial Learning CVPR 2024 Towards Fairness in Online Service with K Servers and Its Application on Fair Food Delivery AAAI 2024 Towards Harmless Rawlsian Fairness Regardless of Demographic Prior NeurIPS 2024 Towards measuring fairness in speech recognition: Fair-Speech dataset Interspeech 2024 Towards Optimal Subsidy Bounds for Envy-Freeable Allocations AAAI 2024 Towards Poisoning Fair Representations ICLR 2024 Towards Practical Non-Adversarial Distribution Matching AISTATS 2024 Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks ICLR 2024 Towards Trustworthy Deep Learning AAAI 2024 Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness ACL 2024 Toxicity Detection for Free NeurIPS 2024 Toxicity Detection is NOT all you Need: Measuring the Gaps to Supporting Volunteer Content Moderators through a User-Centric Method EMNLP 2024 ToxiCloakCN: Evaluating Robustness of Offensive Language Detection in Chinese with Cloaking Perturbations EMNLP 2024 Training Unbiased Diffusion Models From Biased Dataset ICLR 2024 Transferring Fairness using Multi-Task Learning with Limited Demographic Information EMNLP 2024 Transforming Healthcare: A Comprehensive Approach to Mitigating Bias and Fostering Empathy through AI-Driven Augmented Reality AAAI 2024 Transforming Recommender Systems: Balancing Personalization, Fairness, and Human Values IJCAI 2024 Transport-based Counterfactual Models JMLR 2024 Trustworthy Machine Learning under Imperfect Data IJCAI 2024