Language Model Probabilities are Not Calibrated in Numeric Contexts

Charles Lovering, Michael Krumdick, Viet Dac Lai, Varshini Reddy, Seth Ebner, Nilesh Kumar, Rik Koncel-Kedziorski, Chris Tanner. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.18653/v1/2025.acl-long.1417
Primary Topic
Natural Language Processing Techniques
Type
article
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article

Language Model Probabilities are Not Calibrated in Numeric Contexts

Nilesh Kumar, Charles Lovering, Rik Koncel-Kedziorski, Seth Ebner et al.
Natural Language Processing Techniques
article

Language Model Probabilities are Not Calibrated in Numeric Contexts

Nilesh Kumar, Charles Lovering, Rik Koncel-Kedziorski, Seth Ebner, Viet Dac Lai, Michael Krumdick, Chris C. Tanner, Varshini Reddy
article en

Abstract

Charles Lovering, Michael Krumdick, Viet Dac Lai, Varshini Reddy, Seth Ebner, Nilesh Kumar, Rik Koncel-Kedziorski, Chris Tanner. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

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Language Model Probabilities are Not Calibrated in Numeric Contexts — Nilesh Kumar, Charles Lovering, et al. · (2025) | TGRS Research Map | TGRS