LATTEArena: An Evaluation Framework for LLM-powered Tabular Feature Engineering (Extended Version).

arXiv:2606.09004v3 Announce Type: replace Abstract: Feature engineering remains a cornerstone of tabular data analysis, and Large Language Models (LLMs) have emerged as a promising paradigm for its automation, giving rise to LLM-powered Automated Tabular Featu