FinSphere：一款搭载指令微调大语言模型及集成领域专用工具的实时股票分析代理

韩世杰; 张景舒; 沈逸卿; 闫开元; 李宏广

doi:10.1631/FITEE.2500414

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FinSphere：一款搭载指令微调大语言模型及集成领域专用工具的实时股票分析代理

专题 | Updated：2025-11-18

- FinSphere：一款搭载指令微调大语言模型及集成领域专用工具的实时股票分析代理
  Enhanced Publication
- FinSphere: a real-time stock analysis agent with instruction-tuned large language models and domain-specific tool integration
- “在金融大语言模型领域，研究人员引入了AnalyScore和Stocksis，为构建FinSphere奠定了基础，FinSphere是一个生成专业级股票分析报告的人工智能代理，显著提高了分析质量和现实世界的适用性。”
- Frontiers of Information Technology & Electronic Engineering 2025年26卷第10期页码：1822-1831
- Affiliations：
  
  1.Department of Industrial Engineering and Operations Research, Columbia University, New York 10027, USA
  2.School of Information Management and Engineering, Shanghai University of Finance and Economics, Shanghai 200433, China
  3.JF SmartInvest Holdings Ltd., Shanghai 201702, China
  4.Department of Computer Science, Johns Hopkins University, Baltimore 21218, USA
- Author bio：
  
  E-mail: sh4460@columbia.edu
  zhangjingshu@mail.shufe.edu.cn
  yshen92@jhu.edu
  yankaiyuani@163.com
  ‡ Corresponding author
- Funds：
- DOI：10.1631/FITEE.2500414
  中图分类号： TP391
- 收稿：2025-06-15，
  
  修回：2025-08-25，
  
  网络出版：2025-11-06，
  
  纸质出版：2025-10
- Accepted：
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韩世杰, 张景舒, 沈逸卿, 等. FinSphere：一款搭载指令微调大语言模型及集成领域专用工具的实时股票分析代理[J]. Frontiers of Information Technology & Electronic Engineering, 2025,26(10):1822-1831.

Shijie HAN, Jingshu ZHANG, Yiqing SHEN, et al. FinSphere: a real-time stock analysis agent with instruction-tuned large language models and domain-specific tool integration[J]. Frontiers of Information Technology & Electronic Engineering, 2025, 26(10): 1822-1831.
韩世杰, 张景舒, 沈逸卿, 等. FinSphere：一款搭载指令微调大语言模型及集成领域专用工具的实时股票分析代理[J]. Frontiers of Information Technology & Electronic Engineering, 2025,26(10):1822-1831. DOI： 10.1631/FITEE.2500414.

Shijie HAN, Jingshu ZHANG, Yiqing SHEN, et al. FinSphere: a real-time stock analysis agent with instruction-tuned large language models and domain-specific tool integration[J]. Frontiers of Information Technology & Electronic Engineering, 2025, 26(10): 1822-1831. DOI： 10.1631/FITEE.2500414.

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FinSphere：一款搭载指令微调大语言模型及集成领域专用工具的实时股票分析代理

FinSphere: a real-time stock analysis agent with instruction-tuned large language models and domain-specific tool integration

DOI：10.1631/FITEE.2500414