Can large language models effectively process and execute financial trading instructions?
Special Feature on Theories and Applications of Financial Large Models|Updated:2025-11-18
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Can large language models effectively process and execute financial trading instructions?
大语言模型能有效处理和执行金融交易指令吗?
“In the financial industry, the integration of large language models (LLMs) with trading systems has been a challenge. Expert researchers have established an intelligent trade order recognition pipeline, which provides solutions to solve the problem of misinformation acquisition in trade execution and lays a foundation for the construction of LLM-based trade automation systems.”
Frontiers of Information Technology & Electronic EngineeringVol. 26, Issue 10, Pages: 1832-1846(2025)
Affiliations:
1.School of Mathematics and Physics, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China
2.School of Mathematics, Sun Yat-sen University, Zhuhai 519082, China
3.School of Engineering, The Hong Kong University of Science and Technology, Hong Kong 999077, China
4.School of Computing and Data Science, The University of Hong Kong, Hong Kong 999077, China
5.School of Electrical and Computer Engineering, Sydney University, Sydney 2006, Australia
Yu KANG, Xin YANG, Ge WANG, et al. Can large language models effectively process and execute financial trading instructions?[J]. Frontiers of Information Technology & Electronic Engineering, 2025, 26(10): 1832-1846.
DOI:
Yu KANG, Xin YANG, Ge WANG, et al. Can large language models effectively process and execute financial trading instructions?[J]. Frontiers of Information Technology & Electronic Engineering, 2025, 26(10): 1832-1846. DOI: 10.1631/FITEE.2500285.
Can large language models effectively process and execute financial trading instructions?