Fairness

Individual Arbitrariness and Group Fairness NeurIPS 2023 Individually Fair Learning with One-Sided Feedback ICML 2023 Inspecting the Geographical Representativeness of Images from Text-to-Image Models ICCV 2023 InterFair: Debiasing with Natural Language Feedback for Fair Interpretable Predictions EMNLP 2023 Interpretability and Fairness in Machine Learning: A Formal Methods Approach IJCAI 2023 Interpretable and Fair Boolean Rule Sets via Column Generation JMLR 2023 Interpreting Disparate Privacy-Utility Tradeoff in Adversarial Learning via Attribute Correlation WACV 2023 Interpreting Unfairness in Graph Neural Networks via Training Node Attribution AAAI 2023 Intersectionality and Testimonial Injustice in Medical Records ACL 2023 Intersectional Stereotypes in Large Language Models: Dataset and Analysis EMNLP 2023 Invariant Feature Regularization for Fair Face Recognition ICCV 2023 Invariant Representations with Stochastically Quantized Neural Networks AAAI 2023 Investigating anatomical bias in clinical machine learning algorithms EACL 2023 Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques EMNLP 2023 Investigating model performance in language identification: beyond simple error statistics Interspeech 2023 Investigating Range-Equalizing Bias in Mean Opinion Score Ratings of Synthesized Speech Interspeech 2023 Is a Prestigious Job the same as a Prestigious Country? A Case Study on Multilingual Sentence Embeddings and European Countries EMNLP 2023 ITI-GEN: Inclusive Text-to-Image Generation ICCV 2023 JudithJeyafreeda at SemEval-2023 Task 10: Machine Learning for Explainable Detection of Online Sexism SemEval 2023 “Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters EMNLP 2023 KoSBI: A Dataset for Mitigating Social Bias Risks Towards Safer Large Language Model Applications ACL 2023 LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images NeurIPS 2023 Language-Agnostic Bias Detection in Language Models with Bias Probing EMNLP 2023 Language and Mental Health: Measures of Emotion Dynamics from Text as Linguistic Biosocial Markers EMNLP 2023 Language Models Get a Gender Makeover: Mitigating Gender Bias with Few-Shot Data Interventions ACL 2023