KnowFeat: Knowledge-Guided Feature Engineering via LLM Agents

Chengsong You, Wangyue Li, Weiqiao Que +5

Automated feature engineering with large language models (LLMs) can produce semantically meaningful features for tabular data, yet existing methods lack structured domain knowledge…