VIGOR+: Iterative Confounder Generation and Validation via LLM-CEVAE Feedback Loop

JiaWei Zhu, ZiHeng Liu

Hidden confounding remains a fundamental challenge in causal inference from observational data. Recent advances leverage Large Language Models (LLMs) to generate plausible hidden c…