Papers Code Summarization

“Code Summarization” 태그가 달린 논문 163편 · 필터 해제

Improving Automatic Source Code Summarization via Deep Reinforcement Learning

2018-11-17 · Yao Wan, Zhou Zhao, Min Yang, Guandong Xu 외

Code summarization provides a high level natural language description of the function performed by code, as it can benefit the software maintenance, code categorization and retrieval. To the best of our knowledge, most s…

Code Summarization Decoder Deep Reinforcement Learning reinforcement-learning+4

code2seq: Generating Sequences from Structured Representations of Code

2018-08-04 · ICLR 2019 5 · Uri Alon, Shaked Brody, Omer Levy, Eran Yahav

The ability to generate natural language sequences from source code snippets has a variety of applications such as code summarization, documentation, and retrieval. Sequence-to-sequence (seq2seq) models, adopted from neu…

Code Summarization NMT Retrieval Source Code Summarization+1

Learning to Mine Aligned Code and Natural Language Pairs from Stack Overflow

2018-05-23 · Pengcheng Yin, Bowen Deng, Edgar Chen, Bogdan Vasilescu 외

For tasks like code synthesis from natural language, code retrieval, and code summarization, data-driven models have shown great promise. However, creating these models require parallel data between natural language (NL)…

Code Summarization Retrieval Source Code Summarization