Masahiko Kato

Improving LLM-Based Unit Test Generation Through Root-Cause-Driven Prompt Design

This paper addresses automated unit test generation with large language models (LLMs). LLM-based test generation has not yet attained a quality level sufficient for practical use in industry. Although LLMs often reproduce API syntax faithfully, they frequently disregard semantic usage constraints and execution-environm...