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MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs.
Yavuz Faruk Bakman
Duygu Nur Yaldiz
Baturalp Buyukates
Chenyang Tao
Dimitrios Dimitriadis
Salman Avestimehr
Published in:
ACL (1) (2024)
Keyphrases
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robust estimation
generative model
machine learning
maximum likelihood estimation
accurate estimation
estimation accuracy
database
real time
genetic algorithm
feature selection
case study
semi supervised
uncertain data
monte carlo simulation
estimation algorithm
bayesian network classifiers