model bia

How Quantization Shapes Bias in Large Language Models EACL 2026 One Persona, Many Cues, Different Results: How Sociodemographic Cues Impact LLM Personalization ACL 2026 Persona Prompting as a Lens on LLM Social Reasoning EACL 2026 Rethinking Long-tailed Dataset Distillation: A Uni-Level Framework with Unbiased Recovery and Relabeling AAAI 2026 Sampling Control for Imbalanced Calibration in Semi-Supervised Learning AAAI 2026 A Dual-Layered Evaluation of Geopolitical and Cultural Bias in LLMs ACL 2025 Choosing a Model, Shaping a Future: Comparing LLM Perspectives on Sustainability and its Relationship with AI EMNLP 2025 Guardrails, not Guidance: Understanding Responses to LGBTQ+ Language in Large Language Models NAACL 2025 Instruct Where the Model Fails: Generative Data Augmentation via Guided Self-contrastive Fine-tuning AAAI 2025 NeuBM: Mitigating Model Bias in Graph Neural Networks Through Neutral Input Calibration IJCAI 2025 Probing Political Ideology in Large Language Models: How Latent Political Representations Generalize Across Tasks EMNLP 2025 Quantifying the Influence of Irrelevant Contexts on Political Opinions Produced by LLMs ACL 2025 Unleashing the Potential of Model Bias for Generalized Category Discovery AAAI 2025 What Language Do Non-English-Centric Large Language Models Think in? ACL 2025 All Models are Wrong, But Some are Deadly: Inconsistencies in Emotion Detection in Suicide-related Tweets EMNLP 2024 Can Biases in ImageNet Models Explain Generalization? CVPR 2024 Classes Are Not Equal: An Empirical Study on Image Recognition Fairness CVPR 2024 Exploiting Cultural Biases via Homoglyphs inText-to-Image Synthesis (Abstract Reprint) IJCAI 2024 Fair Wasserstein Coresets NeurIPS 2024 Pro-Woman, Anti-Man? Identifying Gender Bias in Stance Detection ACL 2024 UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models NeurIPS 2024 What Can Go Wrong in Authorship Profiling: Cross-Domain Analysis of Gender and Age Prediction ACL 2024 A Fine Line Between Irony and Sincerity: Identifying Bias in Transformer Models for Irony Detection ACL 2023 Curvature-Balanced Feature Manifold Learning for Long-Tailed Classification CVPR 2023 Disentangling Societal Inequality from Model Biases: Gender Inequality in Divorce Court Proceedings IJCAI 2023