4 citations · 4 across the 3 of their papers we have counts for
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cs.CL2025
Certain but not Probable? Differentiating Certainty from Probability in LLM Token Outputs for Probabilistic Scenarios
Autumn Toney-Wails, Ryan Wails
Reliable uncertainty quantification (UQ) is essential for ensuring trustworthy downstream use of large language models, especially when they are deployed in decision-support and ot…
cs.CL2024★ 4 cited
AI on AI: Exploring the Utility of GPT as an Expert Annotator of AI Publications
Autumn Toney-Wails, Christian Schoeberl, James Dunham
Identifying scientific publications that are within a dynamic field of research often requires costly annotation by subject-matter experts. Resources like widely-accepted classific…