Do LLMs Understand Limit Order Book Dynamics?

Junxiao Chen, Paul Glasserman

A large language model (LLM) trained on synthetic limit order book (LOB) data achieves near perfect scores in generating valid sequences of LOB events. However, the LLM's implicit…