When DeepSeek-R1 meets financial applications: benchmarking, opportunities, and limitations

Shuoling LIU; Liyuan CHEN; Jiangpeng YAN; Yuhang JIANG; Xiaoyu WANG; Xiu LI; Qiang YANG

doi:10.1631/FITEE.2500227

Eng Inform Technol Electron Eng ›› 2025, Vol. 26 ›› Issue (10) :1862 -1870. DOI: 10.1631/FITEE.2500227

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When DeepSeek-R1 meets financial applications: benchmarking, opportunities, and limitations

Shuoling LIU ¹^,²
, Liyuan CHEN ²
, Jiangpeng YAN ²^,⁴
, Yuhang JIANG ²
, Xiaoyu WANG ²
, Xiu LI ⁴
, Qiang YANG ¹^,³

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Shuoling LIU, Liyuan CHEN, Jiangpeng YAN, Yuhang JIANG, Xiaoyu WANG, Xiu LI, Qiang YANG. When DeepSeek-R1 meets financial applications: benchmarking, opportunities, and limitations. Eng Inform Technol Electron Eng, 2025, 26(10): 1862-1870 DOI:10.1631/FITEE.2500227