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  • Robert Friel, Atindriyo Sanyal
    |
    Oct 22nd, 2023
    |
    preprint
    Robert Friel, Atindriyo Sanyal
    Oct 22nd, 2023

    Large language models (LLMs) have experienced notable advancements in generating coherent and contextually relevant responses. However, hallucinations - incorrect or unfounded claims - are still prevalent, prompting the creation of automated metrics to detect these in LLM outputs. Our contributions include: introducing ChainPoll, an innovative hallucination detection method that excels compared to its counterparts, and unveiling RealHall, a refined collection of benchmark datasets to assess...

Last update from database: 03/11/2025, 20:15 (UTC)
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