In line with CITIC Group's dual focus on technological innovation and financial strength, China Securities has secured another pivotal breakthrough in applying AI technology to empower core financial trading.

Following the acceptance of its research paper by ACM SIGKDD 2025, the firm has achieved critical progress with its self-developed, intelligently automated bond inquiry and quotation parsing system. This system is built upon fine-tuned large language models and leverages the company's practical business applications through "Bazhuayu", an integrated fixed-income intelligent platform. 

The resultant research paper, titled "Chat2Trade: Automating Financial RFQ Parsing with Fine-Tuned LLMs", has been accepted by KDD 2026 (First Cycle). 

ACM SIGKDD (Association for Computing Machinery's Special Interest Group on Knowledge Discovery and Data Mining hosts a flagship event, the KDD Conference, which is one of the world's oldest and most influential academic conferences and is recognized as a Category A (top-level) conference by the China Computer Federation (CCF). 

The research paper's acceptance marks the first time that a big model application from a Chinese securities firm has been presented at a CCF-A level conference. It signifies that China Securities has demonstrated its sustained capacity for innovation in the deep integration of AI and financial operations, further solidifying the company's leading position in financial technology and cutting-edge AI application development.