Clinical information extraction for Low-resource languages with Few-shot learning using Pre-trained language models and Prompting

no code implementations • 20 Mar 2024 • Phillip Richter-Pechanski, Philipp Wiesenbach, Dominic M. Schwab, Christina Kiriakou, Nicolas Geis, Christoph Dieterich, Anette Frank

Automatic extraction of medical information from clinical documents poses several challenges: high costs of required clinical expertise, limited interpretability of model predictions, restricted computational resources and privacy regulations.

Domain Adaptation Few-Shot Learning