Understanding Chain-of-Thought effectiveness in code generation: an empirical and information-theoretic analysis

Empirical Software Engineering 2026 Open access

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Authors: Naizhu Jin, Zhong Li, Guang Yang, Tian Zhang, Qingkai Zeng
DOI: 10.1007/s10664-026-10947-8
Cited by: 0
References: 44

Fields of Study & Subjects

Topic Modeling Machine Learning in Materials Science Artificial Intelligence in Healthcare and Education

Publication details

Journal / source
Empirical Software Engineering
Publisher
Springer Science and Business Media LLC
Volume
32
Issue
1
Publication date
10 August 2026
Language
EN