Fairness

Multicalibration as Boosting for Regression ICML 2023 Multilingual BERT has an accent: Evaluating English influences on fluency in multilingual models EACL 2023 Multilingual BERT has an Accent: Evaluating English Influences on Fluency in Multilingual Models EACL 2023 Multilingual Multifaceted Understanding of Online News in Terms of Genre, Framing, and Persuasion Techniques ACL 2023 Multi-Modal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision–Language Models EACL 2023 MultiRobustBench: Benchmarking Robustness Against Multiple Attacks ICML 2023 Nationality Bias in Text Generation EACL 2023 New Fairness Concepts for Allocating Indivisible Items IJCAI 2023 Nichelle and Nancy: The Influence of Demographic Attributes and Tokenization Length on First Name Biases ACL 2023 NLPositionality: Characterizing Design Biases of Datasets and Models ACL 2023 No One Left Behind: Improving the Worst Categories in Long-Tailed Learning CVPR 2023 No-regret Algorithms for Fair Resource Allocation NeurIPS 2023 Not All Counterhate Tweets Elicit the Same Replies: A Fine-Grained Analysis ACL 2023 OLEA: Tool and Infrastructure for Offensive Language Error Analysis in English EACL 2023 Omnipredictors for Constrained Optimization ICML 2023 On Adversarial Robustness of Demographic Fairness in Face Attribute Recognition IJCAI 2023 On Evaluating and Mitigating Gender Biases in Multilingual Settings ACL 2023 On Generalized Degree Fairness in Graph Neural Networks AAAI 2023 Online Certification of Preference-Based Fairness for Personalized Recommender Systems (Extended Abstract) IJCAI 2023 Online Platforms and the Fair Exposure Problem under Homophily AAAI 2023 On Measuring Fairness in Generative Models NeurIPS 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 Fairness Impacts of Private Ensembles Models IJCAI 2023 On the Impact of Algorithmic Recourse on Social Segregation ICML 2023