code2seq: Generating Sequences from Structured Representations of Code

ICLR 2019 • tech-srl/code2seq •

The ability to generate natural language sequences from source code snippets has a variety of applications such as code summarization, documentation, and retrieval.

CODE SUMMARIZATION

Summarizing Source Code using a Neural Attention Model

ACL 2016 • sriniiyer/codenn •

CODE SUMMARIZATION

Automatic Source Code Summarization with Extended Tree-LSTM

19 Jun 2019 • sh1doy/summarization_tf •

Neural machine translation models are used to automatically generate a document from given source code since this can be regarded as a machine translation task.

CODE SUMMARIZATION MACHINE TRANSLATION