Fairness

Eliminating the Impossible, Whatever Remains Must Be True: On Extracting and Applying Background Knowledge in the Context of Formal Explanations AAAI 2023 Entity-Based Evaluation of Political Bias in Automatic Summarization EMNLP 2023 Equal Improvability: A New Fairness Notion Considering the Long-term Impact ICLR 2023 Equal Opportunity of Coverage in Fair Regression NeurIPS 2023 Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models AAAI 2023 Equity Promotion in Public Transportation AAAI 2023 Estimating and Controlling for Equalized Odds via Sensitive Attribute Predictors NeurIPS 2023 Ethical Considerations for Machine Translation of Indigenous Languages: Giving a Voice to the Speakers ACL 2023 Ethical Considerations for Responsible Data Curation NeurIPS 2023 Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models EMNLP 2023 Evaluating the Diversity, Equity, and Inclusion of NLP Technology: A Case Study for Indian Languages EACL 2023 Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis MIDL 2023 Evaluation of African American Language Bias in Natural Language Generation EMNLP 2023 Everybody Needs Good Neighbours: An Unsupervised Locality-based Method for Bias Mitigation ICLR 2023 Everyone’s Voice Matters: Quantifying Annotation Disagreement Using Demographic Information AAAI 2023 Examining Bias in Opinion Summarisation through the Perspective of Opinion Diversity ACL 2023 Examining the Causal Impact of First Names on Language Models: The Case of Social Commonsense Reasoning ACL 2023 Explaining Model Confidence Using Counterfactuals AAAI 2023 Exploiting Biased Models to De-bias Text: A Gender-Fair Rewriting Model ACL 2023 Exploring Robust Overfitting for Pre-trained Language Models ACL 2023 Exploring Sources of Racial Bias in Automatic Speech Recognition through the Lens of Rhythmic Variation Interspeech 2023 Exploring Tradeoffs in Automated School Redistricting: Computational and Ethical Perspectives AAAI 2023 Exploring Why Object Recognition Performance Degrades Across Income Levels and Geographies with Factor Annotations NeurIPS 2023 Expressive Monotonic Neural Networks ICLR 2023 FACET: Fairness in Computer Vision Evaluation Benchmark ICCV 2023