Inv-Entropy: A Fully Probabilistic Framework for Uncertainty Quantification in Language Models

Item #:

085713-3598

Details

DOI: https://doi.org/10.52202/085713-3598
Author(s): Haoyi Song, Ruihan Ji, Naichen Shi, Fan Lai, Raed AL Kontar
Pages: 119445-119478 (34 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/085713-3598
Author(s): Haoyi Song, Ruihan Ji, Naichen Shi, Fan Lai, Raed AL Kontar
Pages: 119445-119478 (34 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)