Fairness

Probing Pre-Trained Language Models for Cross-Cultural Differences in Values EACL 2023 Promoting Fairness in Classification of Quality of Medical Evidence ACL 2023 Prompt Tuning Pushes Farther, Contrastive Learning Pulls Closer: A Two-Stage Approach to Mitigate Social Biases ACL 2023 Propensity Matters: Measuring and Enhancing Balancing for Recommendation ICML 2023 Proportionality in Approval-Based Participatory Budgeting AAAI 2023 Protecting Global Properties of Datasets with Distribution Privacy Mechanisms AISTATS 2023 Provable Detection of Propagating Sampling Bias in Prediction Models AAAI 2023 Proximity-Informed Calibration for Deep Neural Networks NeurIPS 2023 Pushing the Limits of Fairness in Algorithmic Decision-Making IJCAI 2023 Race, Gender, and Age Biases in Biomedical Masked Language Models ACL 2023 Rainbow Cycle Number and EFX Allocations: (Almost) Closing the Gap IJCAI 2023 Randomized and Deterministic Maximin-share Approximations for Fractionally Subadditive Valuations NeurIPS 2023 Rawlsian Fairness in Online Bipartite Matching: Two-Sided, Group, and Individual AAAI 2023 Real-Time Detection of Robotic Traffic in Online Advertising AAAI 2023 Reducing cohort bias in natural language understanding systems with targeted self-training scheme ACL 2023 Reducing Sensitivity on Speaker Names for Text Generation from Dialogues ACL 2023 Reducing Sentiment Bias in Pre-trained Sentiment Classification via Adaptive Gumbel Attack AAAI 2023 Reinforcement Learning for Joint Optimization of Multiple Rewards JMLR 2023 Reinforcement Learning with Stepwise Fairness Constraints AISTATS 2023 Resilient Constrained Learning NeurIPS 2023 Resources for Automated Identification of Online Gender-Based Violence: A Systematic Review ACL 2023 Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition NeurIPS 2023 Revisiting Adversarial Robustness Distillation from the Perspective of Robust Fairness NeurIPS 2023 Revisiting Fair-PAC Learning and the Axioms of Cardinal Welfare AISTATS 2023 Revisiting Pathologies of Neural Models under Input Reduction ACL 2023