Fairness

Measuring bias in Instruction-Following models with P-AT EMNLP 2023 Measuring Normative and Descriptive Biases in Language Models Using Census Data EACL 2023 Mind the Biases: Quantifying Cognitive Biases in Language Model Prompting ACL 2023 Mirages. On Anthropomorphism in Dialogue Systems EMNLP 2023 MISGENDERED: Limits of Large Language Models in Understanding Pronouns ACL 2023 Mitigating Bias: Enhancing Image Classification by Improving Model Explanations ACML 2023 Mitigating Biases in Hate Speech Detection from A Causal Perspective EMNLP 2023 Mitigating the Popularity Bias of Graph Collaborative Filtering: A Dimensional Collapse Perspective NeurIPS 2023 MixFairFace: Towards Ultimate Fairness via MixFair Adapter in Face Recognition AAAI 2023 Model-Agnostic Gender Debiased Image Captioning CVPR 2023 Modeling Appropriate Language in Argumentation ACL 2023 Modular and On-demand Bias Mitigation with Attribute-Removal Subnetworks ACL 2023 Moral Machine or Tyranny of the Majority? AAAI 2023 Multilingual Language Models are not Multicultural: A Case Study in Emotion ACL 2023 Nichelle and Nancy: The Influence of Demographic Attributes and Tokenization Length on First Name Biases ACL 2023 On Generalized Degree Fairness in Graph Neural Networks AAAI 2023 Online Platforms and the Fair Exposure Problem under Homophily AAAI 2023 On the Challenges of Using Black-Box APIs for Toxicity Evaluation in Research EMNLP 2023 On the Cost of Demographic Parity in Influence Maximization AAAI 2023 On the Impact of Algorithmic Recourse on Social Segregation ICML 2023 PEFTDebias : Capturing debiasing information using PEFTs EMNLP 2023 Performance Disparities between Accents in Automatic Speech Recognition (Student Abstract) AAAI 2023 ‘Person’ == Light-skinned, Western Man, and Sexualization of Women of Color: Stereotypes in Stable Diffusion EMNLP 2023 Pre-trained Speech Processing Models Contain Human-Like Biases that Propagate to Speech Emotion Recognition EMNLP 2023 Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse ICLR 2023