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Enhancing LLM-based Test Generation For Hard-to-Cover Branches Via Program Analysis by hbxucn is a document available to read on EtoBox.

What is Enhancing LLM-based Test Generation For Hard-to-Cover Branches Via Program Analysis about?

The document presents TELPA, a novel technique for enhancing test generation of hard-to-cover branches in software testing using Large Language Models (LLMs) and program analysis. TELPA addresses challenges related to complex object construction and intricate inter-procedural dependencies by employing backward and forward method-invocation analysis, resulting in significant improvements in branch coverage compared to existing techniques. Experimental results demonstrate TELPA

Author

hbxucn

Language

EN