2026
Expert-guided Clinical Text Augmentation via Query-Based Model Collaboration
ICML 2026poster
Data augmentation is a widely used strategy to improve model robustness and generalization by enriching training datasets with synthetic examples. While large language models (LLMs) have demonstrated strong generative capabilities for this purpose, their applications in high-stakes domains like heal…