Fairness

Wikipedia is Not a Dictionary, Delete! Text Classification as a Proxy for Analysing Wiki Deletion Discussions NAACL 2025 Will the Prince Get True Love’s Kiss? On the Model Sensitivity to Gender Perturbation over Fairytale Texts NAACL 2025 Wisdom from Diversity: Bias Mitigation Through Hybrid Human-LLM Crowds IJCAI 2025 “Women do not have heart attacks!” Gender Biases in Automatically Generated Clinical Cases in French NAACL 2025 Your Mileage May Vary: How Empathy and Demographics Shape Human Preferences in LLM Responses EMNLP 2025 Achieving Fairness in Multi-Agent MDP Using Reinforcement Learning ICLR 2024 Adaptable Moral Stances of Large Language Models on Sexist Content: Implications for Society and Gender Discourse EMNLP 2024 A Dataset for the Detection of Dehumanizing Language EACL 2024 Aequitas Flow: Streamlining Fair ML Experimentation JMLR 2024 Algorithmic Fairness in Distribution of Resources and Tasks IJCAI 2024 Aligning Large Language Models with Diverse Political Viewpoints EMNLP 2024 AMA-LSTM: Pioneering Robust and Fair Financial Audio Analysis for Stock Volatility Prediction NAACL 2024 An Empirical Study on the Characteristics of Bias upon Context Length Variation for Bangla ACL 2024 An Information-Flow Perspective on Algorithmic Fairness AAAI 2024 Annotation alignment: Comparing LLM and human annotations of conversational safety EMNLP 2024 Applying Intrinsic Debiasing on Downstream Tasks: Challenges and Considerations for Machine Translation EMNLP 2024 Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections NeurIPS 2024 A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective NeurIPS 2024 Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation NeurIPS 2024 A Study of Implicit Ranking Unfairness in Large Language Models EMNLP 2024 A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers EMNLP 2024 A Survey on Natural Language Counterfactual Generation EMNLP 2024 A Trip Towards Fairness: Bias and De-Biasing in Large Language Models NAACL 2024 Benchmarking Cognitive Biases in Large Language Models as Evaluators ACL 2024 BendVLM: Test-Time Debiasing of Vision-Language Embeddings NeurIPS 2024