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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Wuxia Jin

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2 papers indexed here

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Book Open access Oct 2026

ChangeWiki: Repository-Level Change Summarization Augmented with Architecture Semantics

Understanding software evolution at the repository level is essential for tasks such as release management, code review, and regression testing. However, existing change summarization techniques are largely confined to single commits or functions, failing to capture cross-commit evolutionary context, while recent repos...

Zi-Jun Wang, Wu-Xia Jin, Jia-Le Li et al. · 0 citations
Book Open access Apr 2026

Semantic-Enhanced Automatic Refinement of Architecture Recovery Results Using LLMs

SemRef, a framework that combines LLMs with dependency analysis to automatically refine architectures recovered by existing architecture recovery tools, is introduced, which improves accuracy across various metrics and enhances both the accuracy and the comprehension of recovered architectures.

Yi-Ran Zhang, Chengwei Liu, Yu-Qiang Sun et al. · 1 citation

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