Generative adversarial networks vs large language models: a comparative study on synthetic tabular data generation

Austin A. Barr, Robert Rozman, Eddie Guo

We propose a new framework for zero-shot generation of synthetic tabular data. Using the large language model (LLM) GPT-4o and plain-language prompting, we demonstrate the ability…