Intelligent trading framework based on large language models
Bibliographic entry
Guo, Y. Intelligent trading framework based on large language models / Y. Guo // Новые горизонты – 2025 : сборник материалов XII Белорусско-китайского молодежного инновационного форума, 27–28 ноября 2025 года / Белорусский национальный технический университет. – Минск : БНТУ, 2025. – Т. 1. – С. 74-75.
Abstract
This paper presents an intelligent trading framework based on large language models. This system integrates the semantic reasoning of LLMs with classic statistical models, using LLMs to analyze news, sentiment, and macro reports to generate signals. These signals are combined with historical data and then drive the risk control module. The trading system replaces human analysts, providing 24-hour automated monitoring, reducing the working hours of human analysts, and promptly capturing event-driven opportunities during market fluctuations.