Fairness

Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks ACL 2025 Assessing Gender Bias of Pretrained Bangla Language Models in STEM and SHAPE Fields ACL 2025 Assessing Modality Bias in Video Question Answering Benchmarks with Multimodal Large Language Models AAAI 2025 Assessing Reliability and Political Bias In LLMs’ Judgements of Formal and Material Inferences With Partisan Conclusions ACL 2025 Assessing Socio-Cultural Alignment and Technical Safety of Sovereign LLMs EMNLP 2025 Assessing the Reliability of LLMs Annotations in the Context of Demographic Bias and Model Explanation ACL 2025 Assistant-Guided Mitigation of Teacher Preference Bias in LLM-as-a-Judge EMNLP 2025 AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science EMNLP 2025 Assumed Identities: Quantifying Gender Bias in Machine Translation of Gender-Ambiguous Occupational Terms EMNLP 2025 Attention IoU: Examining Biases in CelebA using Attention Maps CVPR 2025 Attention Speaks Volumes: Localizing and Mitigating Bias in Language Models ACL 2025 Attributing Culture-Conditioned Generations to Pretraining Corpora ICLR 2025 Auditing and Enforcing Conditional Fairness via Optimal Transport AAAI 2025 Auditing Political Bias in Text Generation by GPT-4 using Sociocultural and Demographic Personas: Case of Bengali Ethnolinguistic Communities AACL 2025 AVTrustBench: Assessing and Enhancing Reliability and Robustness in Audio-Visual LLMs ICCV 2025 Backdooring Vision-Language Models with Out-Of-Distribution Data ICLR 2025 Background Invariance Testing According to Semantic Proximity ICCV 2025 Balancing Quality and Variation: Spam Filtering Distorts Data Label Distributions EMNLP 2025 BannerBench: Benchmarking Vision Language Models for Multi-Ad Selection with Human Preferences EMNLP 2025 BanStereoSet: A Dataset to Measure Stereotypical Social Biases in LLMs for Bangla ACL 2025 Benchmarking and Improving LLM Robustness for Personalized Generation EMNLP 2025 Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025 Benchmarking Debiasing Methods for LLM-based Parameter Estimates EMNLP 2025 Benchmarking Distributional Alignment of Large Language Models NAACL 2025 Benchmarking Multimodal Large Language Models Against Image Corruptions ICCV 2025