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Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph
Roman Vashurin
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Ekaterina Fadeeva
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Artem Vazhentsev
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Lyudmila Rvanova
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Daniil Vasilev
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Akim Tsvigun
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Sergey Petrakov
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Rui Xing
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Abdelrahman Sadallah
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Kirill Grishchenkov
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Alexander Panchenko
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Timothy Baldwin
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Preslav Nakov
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Maxim Panov
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Artem Shelmanov
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Paper Details:
Year: 2025
Location: Cambridge, MA
Venue:
TACL |
Citations
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https://doi.org/10.1162/tacl
https://github.com/IINemo/lm-polygraph
https://huggingface.co/LM-Polygraph
https://doi.org/10
https://doi.org/10.3115
https://doi.org/10.18653/v1
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https://doi.org/10.18653/v1/2023
https://waf.cs.illinois
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https://zenodo.org/records
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https://doi.org/10.1080
https://doi.org
https://doi.org/10.1162
https://doi.org/10.18653/v1/2020
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https://doi.org
https://doi.org/10.18653/v1
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https://doi.org/10.18653/v1/2023
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https://doi.org/10.18653/v1/2020
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