Uncertainty in Language Models: Assessment through Rank-Calibration
Article Status
Published
Authors/contributors
- Huang, Xinmeng (Author)
- Li, Shuo (Author)
- Yu, Mengxin (Author)
- Sesia, Matteo (Author)
- Hassani, Hamed (Author)
- Lee, Insup (Author)
- Bastani, Osbert (Author)
- Dobriban, Edgar (Author)
Title
Uncertainty in Language Models: Assessment through Rank-Calibration
Date
2024
Proceedings Title
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
Conference Name
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
Place
Miami, Florida, USA
Publisher
Association for Computational Linguistics
Pages
284-312
Language
en
Short Title
Uncertainty in Language Models
Accessed
21/02/2025, 17:16
Library Catalogue
DOI.org (Crossref)
Extra
Citation Key: huang2024
<标题>: 语言模型中的不确定性：通过排名校准进行评估
Citation
Huang, X., Li, S., Yu, M., Sesia, M., Hassani, H., Lee, I., Bastani, O., & Dobriban, E. (2024). Uncertainty in Language Models: Assessment through Rank-Calibration. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 284–312. https://doi.org/10.18653/v1/2024.emnlp-main.18
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