paper_type.json (299B)
1 { 2 "paper_type": "empirical", 3 "reason": "The paper proposes a method for improving LLM-based test generation using static analysis, validates it experimentally on a commercial Java project, and reports quantitative results (102/103 vs 37/103 test generation rates) as the primary contribution." 4 }