Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models

Jian Wang 0067, Xiaofei Xie, Qiang Hu, Shangqing Liu, Yi Li 0008. Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Findings of the Association for Computational Linguistics: EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 10367-10385, Association for Computational Linguistics, 2025. [doi]

Abstract

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