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  • Ziwei Xu, Sanjay Jain, Mohan Kankanhalli...
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    Dec 27th, 2024
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    journalArticle
    Ziwei Xu, Sanjay Jain, Mohan Kankanhalli...
    Dec 27th, 2024

    Hallucination has been widely recognized to be a significant drawback for large language models (LLMs). There have been many works that attempt to reduce the extent of hallucination. These efforts have mostly been empirical so far, which cannot answer the fundamental question whether it can be completely eliminated. In this paper, we formalize the problem and show that it is impossible to eliminate hallucination in LLMs. Specifically, we define a formal world where hallucination is defined...

Last update from database: 27/12/2024, 17:15 (UTC)
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