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Fairness

796 directly classified papers

Papers per year

Papers

Fine-Grained Erasure in Text-to-Image Diffusion-based Foundation Models CVPR 2025
FairI Tales: Evaluation of Fairness in Indian Contexts with a Focus on Bias and Stereotypes ACL 2025
Privacy Preserving Data Selection for Bias Mitigation in Speech Models ACL 2025
EtiCor++: Towards Understanding Etiquettical Bias in LLMs ACL 2025
Adapting Psycholinguistic Research for LLMs: Gender-inclusive Language in a Coreference Context ACL 2025
Bias in Danish Medical Notes: Infection Classification of Long Texts Using Transformer and LSTM Architectures Coupled with BERT NAACL 2025
Efficient Counterexample-Guided Fairness Verification and Repair of Neural Networks Using Satisfiability Modulo Convex Programming IJCAI 2025
Ensuring Reliable and Transparent Algorithmic Fairness Through Optimal Transport and Uncertainty Quantification IJCAI 2025
One Size Fits None: Rethinking Fairness in Medical AI ACL 2025
Towards Fairness with Limited Demographics via Disentangled Learning IJCAI 2025
Perspectives in Play: A Multi-Perspective Approach for More Inclusive NLP Systems IJCAI 2025
Causality-Inspired Disentanglement for Fair Graph Neural Networks IJCAI 2025
Leveraging Large Language Models to Measure Gender Representation Bias in Gendered Language Corpora ACL 2025
Navigating Dialectal Bias and Ethical Complexities in Levantine Arabic Hate Speech Detection COLING 2025
Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification WACV 2025
Guardrails, not Guidance: Understanding Responses to LGBTQ+ Language in Large Language Models NAACL 2025
Examining the Cultural Encoding of Gender Bias in LLMs for Low-Resourced African Languages ACL 2025
Social Bias in Large Language Models For Bangla: An Empirical Study on Gender and Religious Bias COLING 2025
Filipino Benchmarks for Measuring Sexist and Homophobic Bias in Multilingual Language Models from Southeast Asia COLING 2025
Bias in Gender Bias Benchmarks: How Spurious Features Distort Evaluation ICCV 2025
Towards Fairness Assessment of Dutch Hate Speech Detection ACL 2025
“Women do not have heart attacks!” Gender Biases in Automatically Generated Clinical Cases in French NAACL 2025
CUGF: A Reliable and Fair Recommendation Framework AAAI 2025
Reverse Distribution Based Video Moment Retrieval for Effective Bias Elimination AAAI 2025
Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification EMNLP 2025