Fairness

Contextual bandits with concave rewards, and an application to fair ranking ICLR 2023 Contextual Reliability: When Different Features Matter in Different Contexts ICML 2023 Cookie Consent Has Disparate Impact on Estimation Accuracy NeurIPS 2023 Correct for Whom? Subjectivity and the Evaluation of Personalized Image Aesthetics Assessment Models AAAI 2023 Counterfactual Fairness Is Basically Demographic Parity AAAI 2023 Counterfactually Fair Representation NeurIPS 2023 Cross-GAN Auditing: Unsupervised Identification of Attribute Level Similarities and Differences Between Pretrained Generative Models CVPR 2023 Crossing the Aisle: Unveiling Partisan and Counter-Partisan Events in News Reporting EMNLP 2023 Cross-lingual Transfer Can Worsen Bias in Sentiment Analysis EMNLP 2023 Cross-Modal Attribute Insertions for Assessing the Robustness of Vision-and-Language Learning ACL 2023 Cultural Compass: Predicting Transfer Learning Success in Offensive Language Detection with Cultural Features EMNLP 2023 DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models ICCV 2023 Data-Efficient Image Quality Assessment with Attention-Panel Decoder AAAI 2023 Data Feedback Loops: Model-driven Amplification of Dataset Biases ICML 2023 D-CALM: A Dynamic Clustering-based Active Learning Approach for Mitigating Bias ACL 2023 DeAR: Debiasing Vision-Language Models With Additive Residuals CVPR 2023 Debiased Automatic Speech Recognition for Dysarthric Speech via Sample Reweighting with Sample Affinity Test Interspeech 2023 Debiasing Intrinsic Bias and Application Bias Jointly via Invariant Risk Minimization (Student Abstract) AAAI 2023 Debiasing Multimodal Models via Causal Information Minimization EMNLP 2023 Debiasing Pretrained Generative Models by Uniformly Sampling Semantic Attributes NeurIPS 2023 Debiasing should be Good and Bad: Measuring the Consistency of Debiasing Techniques in Language Models ACL 2023 Debias NLU Datasets via Training-free Perturbations EMNLP 2023 Debunking Biases in Attention ACL 2023 Deciphering Stereotypes in Pre-Trained Language Models EMNLP 2023 DeCrisisMB: Debiased Semi-Supervised Learning for Crisis Tweet Classification via Memory Bank EMNLP 2023