"uncertainty decomposition" Papers

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Mapping from Meaning: Addressing the Miscalibration of Prompt-Sensitive Language Models

Kyle Cox, Jiawei Xu, Yikun Han et al.

AAAI 2025paperarXiv:2510.17028
3
citations

Variational Uncertainty Decomposition for In-Context Learning

I. Shavindra Jayasekera, Jacob Si, Filippo Valdettaro et al.

NEURIPS 2025arXiv:2509.02327
2
citations

Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling

Bairu Hou, Yujian Liu, Kaizhi Qian et al.

ICML 2024arXiv:2311.08718
101
citations