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Type-aware LLM-based Regression Test Generation for Python Programs

Published in ArXiv.org • Mar 18, 2025
Authors:
Runlin Liu
,
Zhe Zhang
,
Yunpeng Hu

Abstract

Automated regression test generation has been extensively explored, yet generating high-quality tests for Python programs remains particularly challenging. Because of the Python's dynamic typing features, existing approaches, ranging from search-based software testing (SBST) to recent LLM-driven tec...

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