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Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs

Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs

D. Yaldiz
Yavuz Faruk Bakman
Baturalp Buyukates
Chenyang Tao
Anil Ramakrishna
Dimitrios Dimitriadis
Jieyu Zhao
Salman Avestimehr
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Papers citing "Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs"

2 / 2 papers shown
Title
Why Uncertainty Estimation Methods Fall Short in RAG: An Axiomatic Analysis
Why Uncertainty Estimation Methods Fall Short in RAG: An Axiomatic Analysis
Heydar Soudani
Evangelos Kanoulas
Faegheh Hasibi
31
0
0
12 May 2025
Quantifying Uncertainty in Answers from any Language Model and Enhancing their Trustworthiness
Quantifying Uncertainty in Answers from any Language Model and Enhancing their Trustworthiness
Jiuhai Chen
Jonas W. Mueller
46
55
0
30 Aug 2023