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Beyond Self-Consistency: Ensemble Reasoning Boosts Consistency and Accuracy of LLMs in Cancer Staging.
Chia-Hsuan Chang
Mary M. Lucas
Yeawon Lee
Christopher C. Yang
Grace Lu-Yao
Published in:
CoRR (2024)
Keyphrases
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consistency checking
high accuracy
machine learning
error rate
classification accuracy
constraint networks
global consistency
neural network
learning algorithm
expert systems
prediction accuracy
ensemble methods
ensemble classifier
qualitative reasoning
lung cancer
path consistency