Automated Classification of Chinese Books: A Large Language Model Approach to Knowledge Transfer and Domain Adaptation
Xin Yang, Jun Jia, Ying-Hsang Liu
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Jul 2026
A two-stage hybrid intelligence framework for subject indexing via semantic embedding and LLM collaborative optimization
Fusing semantic embedding with LLM reasoning, the proposed R3 framework can boost accuracy and provide new paths for hybrid intelligence in artificial intelligence–assisted subject indexing, delivering a possible solution for large-scale indexing in practice.
Tian Xia, Xin Yang, Wenjing Wu et al.
· Journal of information scien... · 0 citations