Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering

Noah Hollmann, Samuel Müller, Frank Hutter

As the field of automated machine learning (AutoML) advances, it becomes increasingly important to incorporate domain knowledge into these systems. We present an approach for doing…