Fairness

Evaluating Health Question Answering Under Readability-Controlled Style Perturbations EMNLP 2025 Evaluating Implicit Bias in Large Language Models by Attacking From a Psychometric Perspective ACL 2025 Evaluating Index-based Treatment Allocation in Underresourced Communities AAAI 2025 Evaluating Open-Source ASR Systems: Performance Across Diverse Audio Conditions and Error Correction Methods COLING 2025 Examining Alignment of Large Language Models through Representative Heuristics: the case of political stereotypes ICLR 2025 Examining the Cultural Encoding of Gender Bias in LLMs for Low-Resourced African Languages ACL 2025 Explaining in Diffusion: Explaining a Classifier with Diffusion Semantics CVPR 2025 Exploring and Mitigating Implicit Bias in Large Language Models: A Cross-Domain Evaluation Framework AAAI 2025 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 Exploring Gender Differences in Emoji Usage: Implications for Human-Computer Interaction EMNLP 2025 Exploring Safety-Utility Trade-Offs in Personalized Language Models NAACL 2025 Exploring the Cost-Effectiveness of Perspective Taking in Crowdsourcing Subjective Assessment: A Case Study of Toxicity Detection NAACL 2025 Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP Tasks COLING 2025 ExtremeAIGC: Benchmarking LMM Vulnerability to AI-Generated Extremist Content EMNLP 2025 F²Bench: An Open-ended Fairness Evaluation Benchmark for LLMs with Factuality Considerations EMNLP 2025 FactEval: Evaluating the Robustness of Fact Verification Systems in the Era of Large Language Models NAACL 2025 FADE: Towards Fairness-aware Data Generation for Domain Generalization via Classifier-Guided Score-based Diffusion Models IJCAI 2025 FairCognizer: A Model for Accurate Predictions with Inherent Fairness Evaluation (Extended Abstract) IJCAI 2025 FairCoT: Enhancing Fairness in Text-to-Image Generation via Chain of Thought Reasoning with Multimodal Large Language Models EMNLP 2025 FairDen: Fair Density-Based Clustering ICLR 2025 Fair Division via the Cake-Cutting Share AAAI 2025 Fair Division with Social Impact AAAI 2025 Fair Domain Generalization with Heterogeneous Sensitive Attributes Across Domains WACV 2025 Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification WACV 2025