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UNCLE: Uncertainty Expressions in Long-Form Generation

UNCLE: Uncertainty Expressions in Long-Form Generation

22 May 2025
Ruihan Yang
Caiqi Zhang
Zhisong Zhang
Xinting Huang
Dong Yu
Nigel Collier
Deqing Yang
    ELM
ArXiv (abs)PDFHTMLHuggingFace (3 upvotes)

Papers citing "UNCLE: Uncertainty Expressions in Long-Form Generation"

4 / 4 papers shown
Title
All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning
All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning
Caiqi Zhang
Chang Shu
Ehsan Shareghi
Nigel Collier
LRM
0
0
0
16 Sep 2025
GrACE: A Generative Approach to Better Confidence Elicitation in Large Language Models
GrACE: A Generative Approach to Better Confidence Elicitation in Large Language Models
Zhaohan Zhang
Ziquan Liu
Ioannis Patras
0
0
0
11 Sep 2025
Position: Uncertainty Quantification Needs Reassessment for Large-language Model Agents
Position: Uncertainty Quantification Needs Reassessment for Large-language Model Agents
Michael Kirchhof
Gjergji Kasneci
Enkelejda Kasneci
LLMAG
111
5
0
28 May 2025
LoGU: Long-form Generation with Uncertainty Expressions
LoGU: Long-form Generation with Uncertainty Expressions
Ruihan Yang
Caiqi Zhang
Zhisong Zhang
Xinting Huang
Sen Yang
Nigel Collier
Dong Yu
Deqing Yang
HILM
336
12
0
18 Oct 2024
1