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FinSphere: a real-time stock analysis agent with instruction-tuned large language models and domain-specific tool integration
Special Feature on Theories and Applications of Financial Large Models | Updated：2025-11-18

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

      Enhanced Publication
    • 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
    • “In the field of financial large language models, researchers introduce AnalyScore and Stocksis to address evaluation metrics and analytical depth issues. FinSphere, an AI agent, generates professional-grade stock analysis reports, outperforming general-purpose LLMs and domain-specific FinLLMs.”
    • Frontiers of Information Technology & Electronic Engineering   Vol. 26, Issue 10, Pages: 1822-1831(2025)

    • DOI：10.1631/FITEE.2500414    

      CLC： TP391

    • Received：15 June 2025，

      Revised：2025-08-25，

      Published Online：06 November 2025，

      Published：2025-10

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  • 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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