UKP SQuARE

UKP SQuARE is an online platform designed to facilitate research and education in question answering (QA), a crucial area of natural language processing. Current research focuses on enhancing QA models through techniques like incorporating Kolmogorov-Arnold Networks (KANs) for improved efficiency and accuracy, particularly in multi-modal applications such as medical image analysis. The platform supports the exploration of various QA model architectures, including multi-agent systems and methods for improving model explainability and robustness, ultimately contributing to the development of more trustworthy and effective QA systems. This resource fosters collaborative research and provides a valuable educational tool for training the next generation of NLP researchers.