Improving automatic source code summarization via deep reinforcement learning

Keyphrases

• Code Summarization 100%
• Deep Reinforcement Learning (deep RL) 100%
• Tree Structure 66%
• Decoder 66%
• Copyright 33%
• Computing Machinery 33%
• State-of-the-art Techniques 33%
• Encoder 33%
• Natural Language 33%
• Entire Sequence 33%
• Software Maintenance 33%
• Encoder-decoder 33%
• Actor-critic Network 33%
• Abstract Syntax Tree 33%
• Hidden Space 33%
• Global Guidance 33%
• Code Snippets 33%
• Comprehensive Experiment 33%
• Reward Value 33%
• Critic Network 33%
• Actor Network 33%
• Natural Language Description 33%
• Code Retrieval 33%
• Language Space 33%
• Exposure Bias 33%
• BLEU Metric 33%
• Code Categorization 33%
• Reinforcement Learning Framework 33%

Computer Science

• Source Codes 100%
• Deep Reinforcement Learning 100%
• And-States 50%
• Computing Machinery 50%
• Learning Framework 50%
• Software Maintenance 50%
• Entire Sequence 50%
• Abstract Syntax Tree 50%