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

1 code implementation • 27 Oct 2023 • Benjamin Feuer, Yurong Liu, Chinmay Hegde, Juliana Freire

We introduce ArcheType, a simple, practical method for context sampling, prompt serialization, model querying, and label remapping, which enables large language models to solve CTA problems in a fully zero-shot manner.

Column Type Annotation Zero-Shot Learning