Author

Tian Xia

Institution: Renmin University of China

Observed institution: Renmin University of China

ORCID: 0000-0001-7564-7368

Observed ORCID: 0000-0001-7564-7368

OpenAlex ID: A5139588070

A two-stage hybrid intelligence framework for subject indexing via semantic embedding and LLM collaborative optimization

2026 · Tian Xia, Xin Yang, et al. · Journal of Information Science

LVLM Optimization for Ancient Chinese Book Image Analysis with Task-specific Augmentation and Instruction Tuning

2026 · Tian Xia, Yulong Liu, et al. · Language Resources and Evaluation Conference (LREC)

Works count: 2

Citation count:

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