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Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories.
Tianlong Wang
Xianfeng Jiao
Yifan He
Zhongzhi Chen
Yinghao Zhu
Xu Chu
Junyi Gao
Yasha Wang
Liantao Ma
Published in:
CoRR (2024)
Keyphrases
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mutual information
pairwise
significant improvement
experimental evaluation
detection method
theoretical analysis
high precision
data sets
prior knowledge
computational cost
high accuracy
information processing
support vector machine svm
fully automatic
optimization method