2024
Masking the Unknown: Leveraging Masked Samples for Enhanced Data Augmentation
UAI 2024poster
Data Augmentation (DA) has become a widely adopted strategy for addressing data scarcity in numerous NLP tasks, especially in scenarios with limited resources or imbalanced classes. However, many existing augmentation techniques rely on randomness or additional resources, presenting challenges in bo…