Deep Is Better? An Empirical Comparison of Information Retrieval and Deep Learning Approaches to Code Summarization

Keyphrases

• Information Retrieval 100%
• Deep Learning Methods 100%
• Code Summarization 100%
• Deep Learning 36%
• Retrieval Approach 36%
• Hybrid Method 18%
• Information Integration 18%
• Summarization Technique 18%
• Token 9%
• Statistical Properties 9%
• Neural Model 9%
• Source Code 9%
• Benchmark Dataset 9%
• Functional Specification 9%
• Similar Code 9%
• Deep Learning Model 9%
• Hybrid Codes 9%
• Code Snippets 9%
• Automatic Metrics 9%
• High Similarity 9%
• Code Understanding 9%

Computer Science

• Deep Learning Method 100%
• Learning Approach 100%
• Information Retrieval 100%
• Hybrid Approach 18%
• Future Development 9%
• Deep Learning Model 9%
• Research Direction 9%
• Early Research 9%
• Statistical Property 9%
• Structural Similarity 9%