Surge: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors

Bohan Lyu 0001, Siqiao Huang, Zichen Liang, Qian Sun, Jiaming Zhang. Surge: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 3268-3308, Association for Computational Linguistics, 2025. [doi]

Abstract

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