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De-Wen Liu

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Review Open access Aug 2026

Save it for a rainy day: the influence of succession planning on firm digitalization

Grounded in paternalism theory and an inter-generational care perspective, this study explores the relationship between systematic succession planning—as an embodiment of paternalistic leadership—and firm digitalization, conceptualizing digitalization as a preventive, proactive strategic decision. Utilizing data from t...

De-Wen Liu, Hao-Ran Deng, Hui Zhang · 0 citations
Preprint Aug 2026

SAEVerbalizer: Generating Explanations for Sparse Autoencoder Features via Representation Verbalization

Sparse autoencoders (SAEs) are proposed to extract numerous features from large language model (LLM) representations, yet explaining these features still relies primarily on external observation. This reliance leads to superficial explanations inferred from observed model behavior and computational inefficiency from co...

Weihang Meng, Hongzhu Guo, Yi Jing et al. · 0 citations

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