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Understanding and Mitigating Hallucinations in Multi-Agent LLM Systems via Data Journalism Gameplay
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## Authors
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Yilin(Harry) Lu, Shurui Du, Qianwen Wang
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## Abstract
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Large language models (LLMs) are increasingly used to support data analysis and visualization tasks but remain prone to hallucinations and produce incorrect results.

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