Can Large Language Models Execute Parent Orders?

By Zane Shen, Xinli Xu, Guangyi Zhang, Jialong Chen, Jinsong Zhou, Cong Chen, Guibao Shen, Dongyu Yan, Luozhou Wang, Zhen Yang

Published 2026-07-30

Everscope rating

1466.6

Relevance to quantitative trading

9 / 10

Implementation complexity

5 / 10

Reproducibility

4 / 5

About this paper

Methodology: PACE (Plan-Ahead Controlled Execution). Problem types: Algorithmic Execution, Optimization, Time Series Forecasting.

arXiv:2607.28410 · Code · Paper rankings

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