ProgramTab: Boosting Table Reasoning of LLMs via Programmatic Paradigm
The ProgramTab framework is proposed, which guides LLMs employing in-context learning to perform tabular data preprocessing with Python code, as well as the momentous contents extraction with row and column extraction and SQL generation, demonstrating that the ProgramTab framework effectively deals with table-based rea...