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Improving Uncertainty Quantification in Large Language Models via Semantic Embeddings
30 October 2024
Yashvir S. Grewal
Edwin V. Bonilla
Thang D. Bui
UQCV
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Papers citing
"Improving Uncertainty Quantification in Large Language Models via Semantic Embeddings"
3 / 3 papers shown
Title
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review
Toghrul Abbasli
Kentaroh Toyoda
Yuan Wang
Leon Witt
Muhammad Asif Ali
Yukai Miao
Dan Li
Qingsong Wei
UQCV
92
0
0
25 Apr 2025
Semantic Volume: Quantifying and Detecting both External and Internal Uncertainty in LLMs
Xiaomin Li
Zhou Yu
Ziji Zhang
Yingying Zhuang
Siyang Song
Narayanan Sadagopan
Anurag Beniwal
HILM
60
0
0
28 Feb 2025
Uncertainty-Aware Step-wise Verification with Generative Reward Models
Zihuiwen Ye
Luckeciano C. Melo
Younesse Kaddar
Phil Blunsom
Shivalika Singh
Yarin Gal
LRM
49
0
0
16 Feb 2025
1