Fairness

Addressing Both Statistical and Causal Gender Fairness in NLP Models NAACL 2024 Addressing Digital and AI Skills Gaps in European Living Areas: A Comparative Analysis of Small and Large Communities AAAI 2024 Addressing Healthcare-related Racial and LGBTQ+ Biases in Pretrained Language Models NAACL 2024 Adversarial Attacks on Fairness of Graph Neural Networks ICLR 2024 Adversarial Fairness Network AAAI 2024 Adversarially Robust Multi-task Representation Learning NeurIPS 2024 Adversarial Robustness Analysis in Automatic Pathological Speech Detection Approaches Interspeech 2024 Aequitas Flow: Streamlining Fair ML Experimentation JMLR 2024 A Fairness Analysis of Human and AI-Generated Student Reflection Summaries ACL 2024 Algorithmic Fairness in Distribution of Resources and Tasks IJCAI 2024 Aligning Large Language Models with Diverse Political Viewpoints EMNLP 2024 Aligning Relational Learning with Lipschitz Fairness ICLR 2024 All Models are Wrong, But Some are Deadly: Inconsistencies in Emotion Detection in Suicide-related Tweets EMNLP 2024 A Local Method for Satisfying Interventional Fairness with Partially Known Causal Graphs NeurIPS 2024 A Luxembourgish Corpus as a Gender Bias Evaluation Testset COLING 2024 A Multi-Aspect Framework for Counter Narrative Evaluation using Large Language Models NAACL 2024 Analyzing Effects of Learning Downstream Tasks on Moral Bias in Large Language Models COLING 2024 Analyzing Occupational Distribution Representation in Japanese Language Models COLING 2024 An Empirical Study of Gendered Stereotypes in Emotional Attributes for Bangla in Multilingual Large Language Models ACL 2024 An Empirical Study on the Characteristics of Bias upon Context Length Variation for Bangla ACL 2024 A New Paradigm for Counterfactual Reasoning in Fairness and Recourse IJCAI 2024 An Explainable Approach to Understanding Gender Stereotype Text ACL 2024 Angry Men, Sad Women: Large Language Models Reflect Gendered Stereotypes in Emotion Attribution ACL 2024 An Information-Flow Perspective on Algorithmic Fairness AAAI 2024 An Inter-Speaker Fairness-Aware Speech Emotion Regression Framework Interspeech 2024