Evolving DAGs with LLM: Towards Smart and Hallucination-Mitigated Causal Discovery

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Yu Zhou, Xingyu Wu, Jibin Wu, Liang Feng, KC Tan

20 Sept 2025 (modified: 22 Nov 2025)ICLR 2026 Conference Withdrawn SubmissionEveryoneRevisionsBibTeXCC BY 4.0
Keywords: Casual Discovery, Causality, Large Language Model, Evolutionary Algorithm, Directed Acyclic Graph
Abstract: This paper has been withdrawn
Primary Area: causal reasoning
Submission Number: 23240