韦一金 Yijin Wei

韦一金 Yijin Wei

she/her

From Nanning, Guangxi Zhuang Autonomous Region, China.

Publications

Journal Articles

Chat-rgie: precision extraction of rice germplasm data using large language models and prompt engineering

Published in Journal of Big Data, 2025

The paper was funded by the following grant: Science and Technology Innovation Engineering Special Project of Chinese Academy of Agricultural Sciences (CAAS - ASTIP - 2025 - AII)

Recommended citation: Wei Yijin, Fan Jingchao. (2025). Chat-rgie: precision extraction of rice germplasm data using large language models and prompt engineering. Journal of Big Data, 12(1): 202.
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Information Extraction from Chinese Wheat Varieties Journal Based on Large Language Model

Published in Frontiers of Data & Computing, 2025

The paper was funded by the following grant: Science and Technology Innovation Engineering Special Project of Chinese Academy of Agricultural Sciences (CAAS - ASTIP - 2024 - AII)

Recommended citation: Wei Yijin, Chen Yanqing, Wang Xiudong & Fan Jingchao. (2025). Information Extraction from Records of Chinese Wheat Varieties Based on Large Language Models. Frontiers of Data and Computational Development (Chinese and English), 7(01), 175−185.
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Classification Model of Agricultural Science and Technology Policies Based on Improved BERT-BiGRU-Attention

Published in Frontiers of Data & Computing, 2024

The paper was funded by the following grant: National Key R&D Program “Application Demonstration for Convergent Science Scenarios” (2021YFF0704204)

Recommended citation: Wei Yijin & Fan Jingchao. (2024). An Agricultural Science and Technology Policy Classification Model Based on Improved BERT-BiGRU-Attention. Frontiers of Data and Computational Development (Chinese and English), 6(06), 53−61.
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Construction of A Knowledge Graph for Selection and Breeding Research of New Potato Varieties in China Based on GraphRAG

Published in Journal of Plant Genetic Resources, 2024

The paper was funded by the following grant: Science and Technology Innovation Engineering Special Project of Chinese Academy of Agricultural Sciences (CAAS - ASTIP - 2024 - AII)

Recommended citation: Wei Yijin, Ren Youqiang, Zhao Hui, Fan Jingchao, Fang Wei & Yan Shen. (2025). Construction of a Knowledge Graph for New Potato Varieties in China Based on GraphRAG. Journal of Plant Genetic Resources, 26(06), 1229−1241. doi:10.13430/j.cnki.jpgr.20240919001.
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An Agricultural Policy Question Answering System Based on ChatGLM2-6B

Published in Frontiers of Data & Computing, 2024

The paper was funded by the following grant: National Key R&D Program “Application Demonstration for Convergent Science Scenarios” (2021YFF0704204)

Recommended citation: Wei Yijin & Fan Jingchao. (2024). Agricultural Policy Q&A System Based on ChatGLM2-6B. Frontiers of Data and Computational Development (Chinese and English), 6(04), 116-127.
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Ploidy Analysis Set of National Indigenous Varieties of Deciduous Fruit Trees Resources in 2012-2017

Published in Journal of Agricultural Big Data, 2023

The paper was funded by the following grants: National Agricultural Science Data Center (NASDC2022XM00); Framework for Agricultural Science Data Fusion and Automated Mining (2022YFF0711801); Basic Scientific Research Operating Expenses of Chinese Academy of Agricultural Sciences (Y2022LM20)

Recommended citation: Wei Yijin, Wang Xiaoli, Li Haoxian, Hu Lin, Fan Jingchao & Cao Shangyin. (2023). Ploidy Analysis Dataset of Indigenous Varieties of Deciduous Fruit Trees in Dominant Production Areas during 2012−2017. Journal of Agricultural Big Data, 5(01), 34−39. doi:10.19788/j.issn.2096-6369.230111.
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