Fairness

Exploring Changes in Nation Perception with Nationality-Assigned Personas in LLMs EMNLP 2025 Exploring Gender Bias in Large Language Models: An In-depth Dive into the German Language ACL 2025 F²Bench: An Open-ended Fairness Evaluation Benchmark for LLMs with Factuality Considerations EMNLP 2025 (Fact) Check Your Bias ACL 2025 FairASR: Fair Audio Contrastive Learning for Automatic Speech Recognition Interspeech 2025 Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification WACV 2025 FairGen: Enhancing Fairness in Text-to-Image Diffusion Models via Self-Discovering Latent Directions ICCV 2025 Fair Generation without Unfair Distortions: Debiasing Text-to-Image Generation with Entanglement-Free Attention ICCV 2025 FairI Tales: Evaluation of Fairness in Indian Contexts with a Focus on Bias and Stereotypes ACL 2025 Fairness-Accuracy Trade-Offs: A Causal Perspective AAAI 2025 Fairness in Dysarthric Speech Synthesis: Understanding Intrinsic Bias in Dysarthric Speech Cloning using F5-TTS Interspeech 2025 Fairness Risks for Group-Conditionally Missing Demographics AISTATS 2025 Fairness Shields: Safeguarding against Biased Decision Makers AAAI 2025 Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs ACL 2025 Fair or Framed? Political Bias in News Articles Generated by LLMs EMNLP 2025 Fair Resource Allocation in Weakly Coupled Markov Decision Processes AISTATS 2025 Fair Summarization: Bridging Quality and Diversity in Extractive Summaries NAACL 2025 Fair Text-to-Image Diffusion via Fair Mapping AAAI 2025 FaiST: A Benchmark Dataset for Fairness in Speech Technology Interspeech 2025 FALCON: Fair Face Recognition via Local Optimal Feature Normalization WACV 2025 F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration ICCV 2025 Federated Rényi Fair Inference in Federated Heterogeneous System UAI 2025 “Feels Feminine to Me”: Understanding Perceived Gendered Style through Human Annotations EMNLP 2025 Filipino Benchmarks for Measuring Sexist and Homophobic Bias in Multilingual Language Models from Southeast Asia COLING 2025 Fine-Tuned LLMs are “Time Capsules” for Tracking Societal Bias Through Books NAACL 2025