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

This research evaluates the efficacy of Large Language Models for tabular data imputation, contrasting their semantic-driven approach with traditional statis...

Level: advanced

By Arthur Dantas Mangussi, Ricardo Cardoso Pereira, Ana Carolina Lorena, Pedro Henriques Abreu

Category: research