Large Language Models for Missing Data Imputation: Understanding Behavior, Hallucination Effects, and Control Mechanisms

Arthur Dantas Mangussi, Ricardo Cardoso Pereira, Ana Carolina Lorena +1

Data imputation is a cornerstone technique for handling missing values in real-world datasets, which are often plagued by missingness. Despite recent progress, prior studies on Lar…