Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes

Tim Schopf, Alexander Blatzheim, Nektarios Machner +1

Scientific document classification is a critical task and often involves many classes. However, collecting human-labeled data for many classes is expensive and usually leads to lab…