Fairness

Pro-Woman, Anti-Man? Identifying Gender Bias in Stance Detection ACL 2024 Quality-Diversity Generative Sampling for Learning with Synthetic Data AAAI 2024 Quantifying and Enhancing Multi-modal Robustness with Modality Preference ICLR 2024 Quantifying Generative Media Bias with a Corpus of Real-world and Generated News Articles EMNLP 2024 Quantifying Stereotypes in Language EACL 2024 Quantifying the Ethical Dilemma of Using Culturally Toxic Training Data in AI Tools for Indigenous Languages COLING 2024 QUEEREOTYPES: A Multi-Source Italian Corpus of Stereotypes towards LGBTQIA+ Community Members COLING 2024 Questioning the Survey Responses of Large Language Models NeurIPS 2024 Quite Good, but Not Enough: Nationality Bias in Large Language Models - a Case Study of ChatGPT COLING 2024 RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors ACL 2024 RAMP: Boosting Adversarial Robustness Against Multiple l_p Perturbations for Universal Robustness NeurIPS 2024 RashomonGB: Analyzing the Rashomon Effect and Mitigating Predictive Multiplicity in Gradient Boosting NeurIPS 2024 Rater Cohesion and Quality from a Vicarious Perspective EMNLP 2024 RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models NeurIPS 2024 Realistic Evaluation of Toxicity in Large Language Models ACL 2024 Reassessing Evaluation Functions in Algorithmic Recourse: An Empirical Study from a Human-Centered Perspective IJCAI 2024 Reconciling Predictive and Statistical Parity: A Causal Approach AAAI 2024 Reconfidencing LLMs from the Grouping Loss Perspective EMNLP 2024 Redefining Contributions: Shapley-Driven Federated Learning IJCAI 2024 Re-examining Sexism and Misogyny Classification with Annotator Attitudes EMNLP 2024 Referee-Meta-Learning for Fast Adaptation of Locational Fairness AAAI 2024 Reference-Based Metrics Are Biased Against Blind and Low-Vision Users’ Image Description Preferences EMNLP 2024 Refine and Redistribute: Multi-Domain Fusion and Dynamic Label Assignment for Unbiased Scene Graph Generation WACV 2024 Reflecting the Male Gaze: Quantifying Female Objectification in 19th and 20th Century Novels COLING 2024 REGLO: Provable Neural Network Repair for Global Robustness Properties AAAI 2024