2 papers
cs.MA2025
FINRS: A Risk-Sensitive Trading Framework for Real Financial Markets
Bijia Liu, Ronghao Dang
Large language models (LLMs) have shown strong reasoning capabilities and are increasingly explored for financial trading. Existing LLM-based trading agents, however, largely focus…
cs.MA2025
FinPos: A Position-Aware Trading Agent System for Real Financial Markets
Bijia Liu, Ronghao Dang
The exceptional potential of large language models (LLMs) in handling text information has garnered significant attention in the field of financial trading. However, most existing…