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Works by Jun Lin

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Jun Lin [5]Junyu Lin [1]Junpin Lin [1]Junchen Lin [1]
Junyi Lin [1]Junzhe Lin [1]
  1.  20
    Possibilities and challenges in the moral growth of large language models: a philosophical perspective.Guoyu Wang,Wei Wang,Yiqin Cao,Yan Teng,Qianyu Guo,Haofen Wang,Junyu Lin,Jiajie Ma,Jin Liu &Yingchun Wang -2025 -Ethics and Information Technology 27 (1):1-11.
    With the rapid expansion of parameters in large language models (LLMs) and the application of Reinforcement Learning with Human Feedback (RLHF), there has been a noticeable growth in the moral competence of LLMs. However, several questions warrant further exploration: Is it really possible for LLMs to fully align with human values through RLHF? How can the current moral growth be philosophically contextualized? We identify similarities between LLMs’ moral growth and Deweyan ethics in terms of the discourse of human moral development. (...) We then attempt to use Dewey’s theory on an experimental basis to examine and further explain the extent to which the current alignment pathway enables the development of LLMs. A beating experiment serves as the foundational case for analyzing LLMs’ moral competence across various parameters and stages, including basic moral cognition, moral dilemma judgment, and moral behavior. The results demonstrate that the moral competence of the GPT series has seen a significant improvement, and Dewey’s Impulse-Habit-Character theory of moral development can be used to explain this: the moral competence of LLMs has been enhanced through experience-based learning, supported by human feedback. Nevertheless, LLMs’ moral development through RLHF remains constrained and does not reach the character stage described by Dewey, possibly due to their lack of self-consciousness. This fundamental difference between humans and LLMs underscores both the limitations of LLMs’ moral growth and the challenges of applying RLHF for AI alignment. It also emphasizes the need for external societal governance and legal regulation. (shrink)
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  2.  76
    Structural heterogeneity mediates the effect of community structure on cooperation.Fengjie Xie,Wentian Cui &Jun Lin -2012 -Complexity 17 (4):40-48.
  3.  35
    Exploring express delivery networks in China based on complex network theory.Fengjie Xie,Jun Lin &Wentian Cui -2016 -Complexity 21 (2):166-179.
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  4.  46
    Cultural differences and collective action: A social network perspective.Hai-Hua Hu,Jun Lin &Wentian Cui -2015 -Complexity 20 (4):68-77.
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  5.  56
    Prisoner's dilemma game on adaptive networks under limited foresight.Fengjie Xie,Wentian Cui &Jun Lin -2013 -Complexity 18 (3):38-47.
  6.  7
    Ke xue zhong li di shen hua.Junyi Lin -1989 - Taibei Shi: Zi li bao xi wen hua chu ban bu.
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  7. Mozi jian ai si xiang zhi yan jiu.Junzhe Lin -1975
     
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  8.  21
    Ordinary dislocation configurations in high Nb-containing TiAl alloy deformed at high temperatures.Lin Song,Junpin Lin &Jinshan Li -forthcoming -Philosophical Magazine:1-12.
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  9.  30
    A Novel Approach Using Social Media to Solve Medical Ethical Dilemmas and Legal Risks in the Emergencies of COVID-19.Jing Wan,Yuqiong Huang,Amaneh Abdel Hafez A. Aljaafreh,Dandan Dong,Yali Cong,Jun Lin &Hongxiang Chen -2020 -American Journal of Bioethics 20 (7):12-14.
    Volume 20, Issue 7, July 2020, Page W12-W14.
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