bias mitigation

Biases Mitigation and Expressiveness Preservation in Language Models: A Comprehensive Pipeline (Student Abstract) AAAI 2024 BiasWipe: Mitigating Unintended Bias in Text Classifiers through Model Interpretability EMNLP 2024 Causal ATE Mitigates Unintended Bias in Controlled Text Generation CoNLL 2024 Challenging Negative Gender Stereotypes: A Study on the Effectiveness of Automated Counter-Stereotypes COLING 2024 Characterizing Stereotypical Bias from Privacy-preserving Pre-Training ACL 2024 Chasing Fairness in Graphs: A GNN Architecture Perspective AAAI 2024 Class-Imbalanced Graph Learning without Class Rebalancing ICML 2024 CLIP the Bias: How Useful is Balancing Data in Multimodal Learning? ICLR 2024 Cognitive Bias in Decision-Making with LLMs EMNLP 2024 Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications NAACL 2024 Debiasing Evaluations That Are Biased by Evaluations JMLR 2024 Debiasing Large Language Models with Structured Knowledge ACL 2024 Debiasing Text Safety Classifiers through a Fairness-Aware Ensemble EMNLP 2024 Discover and Mitigate Multiple Biased Subgroups in Image Classifiers CVPR 2024 Discovering and Mitigating Biases in CLIP-Based Image Editing WACV 2024 Discovering and Mitigating Indirect Bias in Attention-Based Model Explanations NAACL 2024 Discovering and Mitigating Visual Biases through Keyword Explanation CVPR 2024 Distributionally Generative Augmentation for Fair Facial Attribute Classification CVPR 2024 Diverse Yet Biased: Towards Mitigating Biases in Generative AI (Student Abstract) AAAI 2024 Does Context Help Mitigate Gender Bias in Neural Machine Translation? EMNLP 2024 Do Multilingual Large Language Models Mitigate Stereotype Bias? ACL 2024 EcoSpeak: Cost-Efficient Bias Mitigation for Partially Cross-Lingual Speaker Verification NAACL 2024 Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters EACL 2024 Eliciting Uncertainty in Chain-of-Thought to Mitigate Bias against Forecasting Harmful User Behaviors EMNLP 2024 Enhancing Healthcare Predictions with Deep Learning Models AAAI 2024