bias amplification

A Woman with a Knife or A Knife with a Woman? Measuring Directional Bias Amplification in Image Captions WACV 2026 HEV Generative Sandbox: A Framework for Assessing Domain-Specific Social Risks Through Human-LLM Simulation AAAI 2026 How I Met Your Bias: Investigating Bias Amplification in Diffusion Models WACV 2026 Position: Biomedical NLP Demands Specialization, Not Generalization EACL 2026 An Effective Theory of Bias Amplification ICLR 2025 An Empirical Study of Group Conformity in Multi-Agent Systems ACL 2025 Bias Amplification: Large Language Models as Increasingly Biased Media IJCNLP 2025 Ameliorate Spurious Correlations in Dataset Condensation ICML 2024 Bias Amplification in Language Model Evolution: An Iterated Learning Perspective NeurIPS 2024 “Flex Tape Can’t Fix That”: Bias and Misinformation in Edited Language Models EMNLP 2024 ImageCaptioner2: Image Captioner for Image Captioning Bias Amplification Assessment AAAI 2024 Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making NeurIPS 2024 The Bias Amplification Paradox in Text-to-Image Generation NAACL 2024 The Rise of AI-Generated Content in Wikipedia EMNLP 2024 The Trade-off between Performance, Efficiency, and Fairness in Adapter Modules for Text Classification NAACL 2024 Would Deep Generative Models Amplify Bias in Future Models? CVPR 2024 Data Feedback Loops: Model-driven Amplification of Dataset Biases ICML 2023 Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models EMNLP 2023 Fighting Bias With Bias: Promoting Model Robustness by Amplifying Dataset Biases ACL 2023 Men Also Do Laundry: Multi-Attribute Bias Amplification ICML 2023 Revisiting the Importance of Amplifying Bias for Debiasing AAAI 2023 Quantifying Societal Bias Amplification in Image Captioning CVPR 2022 What Do Compressed Multilingual Machine Translation Models Forget? EMNLP 2022 Directional Bias Amplification ICML 2021 Mitigating Gender Bias Amplification in Distribution by Posterior Regularization ACL 2020