PACE: Hierarchical LLM Framework for Parent-Order Execution

PACE is a hierarchical framework that applies LLMs to algorithmic trading by decomposing parent-order execution into planning and execution stages. It manages large orders by splitting them into smaller chunks without requiring explicit market assumptions or task-specific training.