ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models

Benjamin Feuer, Yurong Liu, Chinmay Hegde +1

Existing deep-learning approaches to semantic column type annotation (CTA) have important shortcomings: they rely on semantic types which are fixed at training time; require a larg…