RetClean: Retrieval-Based Data Cleaning Using Foundation Models and Data Lakes

Zan Ahmad Naeem, Mohammad Shahmeer Ahmad, Mohamed Eltabakh +2

Can foundation models (such as ChatGPT) clean your data? In this proposal, we demonstrate that indeed ChatGPT can assist in data cleaning by suggesting corrections for specific cel…