Fairness

Algorithmics of Egalitarian versus Equitable Sequences of Committees IJCAI 2023 A Multidimensional Analysis of Social Biases in Vision Transformers ICCV 2023 A Multi-dimensional study on Bias in Vision-Language models ACL 2023 Analyzing Bias in Large Language Model Solutions for Assisted Writing Feedback Tools: Lessons from the Feedback Prize Competition Series ACL 2023 An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models ACL 2023 An Empirical Study of Metrics to Measure Representational Harms in Pre-Trained Language Models ACL 2023 An Equitable Framework for Automatically Assessing Children's Oral Narrative Language Abilities Interspeech 2023 A New Causal Decomposition Paradigm towards Health Equity AISTATS 2023 An Image Quality Assessment Dataset for Portraits CVPR 2023 Anthropomorphization of AI: Opportunities and Risks EMNLP 2023 Aporophobia: An Overlooked Type of Toxic Language Targeting the Poor ACL 2023 Approximating Fair Division on D-Claw-Free Graphs IJCAI 2023 Approximation Algorithms for Fair Range Clustering ICML 2023 A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models EMNLP 2023 Are Compressed Language Models Less Subgroup Robust? EMNLP 2023 Are fairness metric scores enough to assess discrimination biases in machine learning? ACL 2023 Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children’s Fairy Tales ACL 2023 Are Large Language Models Reliable Judges? A Study on the Factuality Evaluation Capabilities of LLMs EMNLP 2023 Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems EMNLP 2023 A Rose by Any Other Name would not Smell as Sweet: Social Bias in Names Mistranslation EMNLP 2023 Artificial Intelligence, Bias, and Ethics IJCAI 2023 A Simple, Yet Effective Approach to Finding Biases in Code Generation ACL 2023 Assessing and Enforcing Fairness in the AI Lifecycle IJCAI 2023 Assessing Political Inclination of Bangla Language Models EMNLP 2023 A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation, and Challenges IJCAI 2023