Are All Code Reviews the Same? Identifying and Assessing the Impact of Merge Request Deviations

Computer Science

• Artificial Intelligence 33%
• Code Review Process 33%
• Completion Time 66%
• Detection Method 33%
• Few-Shot Learning 66%
• Machine Learning Model 100%
• Performance Model 33%
• Software Engineering 33%
• Workflow Pattern 33%

Keyphrases

• AI Detection 8%
• Code Quality 8%
• Code Review 100%
• Completion Time 16%
• Detection Method 16%
• Evaluation Standard 8%
• Evaluation Workflow 8%
• Feature Importance Ranking 8%
• Few-shot Learning 16%
• Impact Model 8%
• Industrial Partner 8%
• Library Updates 8%
• Machine Learning Models 25%
• Merge Request 100%
• Model Evaluation 8%
• Model Interpretability 8%
• Review Effort 8%
• Review Process 16%
• Software Engineering 8%
• Top-k Ranking 8%
• Workflow Patterns 8%

Economics, Econometrics and Finance

• Artificial Intelligence 33%
• Machine Learning 100%