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Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks

Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks

26 May 2025
Debargha Ganguly
Vikash Singh
Sreehari Sankar
Biyao Zhang
Xuecen Zhang
Srinivasan Iyengar
Xiaotian Han
Amit Sharma
Shivkumar Kalyanaraman
Vipin Chaudhary
ArXiv (abs)PDFHTML

Papers citing "Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks"

1 / 1 papers shown
Title
Simple and Principled Uncertainty Estimation with Deterministic Deep
  Learning via Distance Awareness
Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness
Jeremiah Zhe Liu
Zi Lin
Shreyas Padhy
Dustin Tran
Tania Bedrax-Weiss
Balaji Lakshminarayanan
UQCVBDL
287
452
0
17 Jun 2020
1