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A survey on large language model-based alpha mining
Special Feature on Theories and Applications of Financial Large Models | Updated：2025-11-18

    • A survey on large language model-based alpha mining

      Enhanced Publication
    • 基于大语言模型的阿尔法挖掘研究综述
    • “In the field of quantitative research, this study presents a structured review of emerging LLM-based alpha mining systems, which provides solutions to redefine the future of quantitative research. Expert analysis suggests that LLM is a scalable interface for amplifying both domain expertise and algorithmic rigor.”
    • Frontiers of Information Technology & Electronic Engineering   Vol. 26, Issue 10, Pages: 1809-1821(2025)

    • DOI：10.1631/FITEE.2500386    

      CLC： TP391;TP18

    • Received：07 June 2025，

      Revised：2025-09-03，

      Published：2025-10

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  • Junjie ZHANG, Shuoling LIU, Tongzhe ZHANG, et al. A survey on large language model-based alpha mining[J]. Frontiers of Information Technology & Electronic Engineering, 2025, 26(10): 1809-1821. DOI： 10.1631/FITEE.2500386.

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