The Plastic Surgery Hypothesis in the Era of Large Language Models

Keyphrases

• Large Language Models 100%
• Plastic Surgery 100%
• Automated Program Repair 91%
• Specific Information 16%
• Buggy 16%
• Learning-based 8%
• Two-component Domains 8%
• Repair Method 8%
• Static Analysis 8%
• Model-based Approach 8%
• Patch-based 8%
• Information Retrieval 8%
• Heuristic Approach 8%
• Fully Automated 8%
• Formal Specification 8%
• Automatically Generate 8%
• Art Performance 8%
• Retrieval Analysis 8%
• Design Heuristics 8%
• Fine-tuning Strategy 8%
• Variable Names 8%
• Defects4J 8%
• Direct Repair 8%
• Method Names 8%
• Code Vectorization 8%

Computer Science

• Large Language Model 100%
• Information Retrieval 8%
• Vectorization 8%
• Formal Specification 8%
• Static Program Analysis 8%
• Art Performance 8%