Code Summarization
Source Code Summarization is a task in the field of computer code processing that aims to automatically analyze source code and generate concise and accurate descriptions of its functionality. This task leverages natural language processing and machine learning techniques to extract key information and logical structures from the code, summarizing its main functions and purposes in natural language form. In the software development and code review processes, source code summarization can significantly reduce the time developers spend reading and understanding large amounts of code, thereby enhancing team collaboration and project management effectiveness.
CoDesc
Transformer
CodeSearchNet
CodeSearchNet - Python
AdaMo-basic
DeepCom-Java
Java scripts
ParallelCorpus-Python
AdaMo-noise
Summarizing Source Code using a Neural Attention Model - C#
Summarizing Source Code using a Neural Attention Model - Python
Summarizing Source Code using a Neural Attention Model - SQL