作者位次 #4/9ACL 2026Findings· Findings of ACL
Behavioral Consistency Validation for LLM Agents: An Analysis of Trading-Style Switching through Stock-Market Simulation
Zeping Li · Guancheng Wan · Keyang Chen · Yu Chen · Yiwen Zhao · Philip Torr · Guangnan Ye · Zhenfei Yin · Hongfeng Chai
摘要
Recent works have increasingly applied Large Language Models (LLMs) as agents in financial stock market simulations to test if micro-level behaviors aggregate into macro-level phenomena. However, a crucial question arises: Do LLM agents’ behaviors align with real market participants? This alignme...