Fairness

Mitigating Biases to Embrace Diversity: A Comprehensive Annotation Benchmark for Toxic Language EMNLP 2024 Mitigating Bias for Question Answering Models by Tracking Bias Influence NAACL 2024 Mitigating Label Bias in Machine Learning: Fairness through Confident Learning AAAI 2024 Mitigating Shortcuts in Language Models with Soft Label Encoding COLING 2024 Mitigating Spurious Correlations via Disagreement Probability NeurIPS 2024 MiTTenS: A Dataset for Evaluating Gender Mistranslation EMNLP 2024 Mixed Fair Division: A Survey AAAI 2024 Modeling Gender and Dialect Bias in Automatic Speech Recognition EMNLP 2024 Modeling Human Subjectivity in LLMs Using Explicit and Implicit Human Factors in Personas EMNLP 2024 Monitoring Hate Speech in Indonesia: An NLP-based Classification of Social Media Texts EMNLP 2024 Monoculture in Matching Markets NeurIPS 2024 Multi-Dimensional Fair Federated Learning AAAI 2024 Multi-Group Proportional Representation in Retrieval NeurIPS 2024 Multimodal Clickbait Detection by De-confounding Biases Using Causal Representation Inference EMNLP 2024 Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media AAAI 2024 MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models NeurIPS 2024 Narrative Navigators at FIGNEWS 2024 Shared Task: New Frontiers in Bias and Propaganda Annotation Techniques ACL 2024 Narratives at Conflict: Computational Analysis of News Framing in Multilingual Disinformation Campaigns ACL 2024 Near-Optimal Solutions of Constrained Learning Problems ICLR 2024 NeSyFOLD: A Framework for Interpretable Image Classification AAAI 2024 NLP for Counterspeech against Hate: A Survey and How-To Guide NAACL 2024 No Filter: Cultural and Socioeconomic Diversity in Contrastive Vision-Language Models NeurIPS 2024 No Prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation AAAI 2024 Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models ACL 2024 Oddballs and Misfits: Detecting Implicit Abuse in Which Identity Groups are Depicted as Deviating from the Norm EMNLP 2024