MRNCS

This repo is the artifact for the paper entitled Multimodel Representation for Neural Code Search, accepted by ICSME 2021 (doi:10.1109/ICSME52107.2021.00049).

@inproceedings{gu2021codesearch,
 title = {Multimodal Representation for Neural Code Search},
 author = {Jian Gu and Zimin Chen and Martin Monperrus}
 booktitle = {Proceedings of International Conference on Software Maintenance and Evolution},
 year = {2021},
 doi = {10.1109/ICSME52107.2021.00049},
}

Repo Structure

**code** implementations to support the experiments
----**build** the tree-sitter code parser
----**tree** the code package of the implementations
----**vendor** the Git submodules for build the code parser
**resources** raw data and preprocessed data
----**cache** preprocessed data
----**data** raw data
**doc** documentations
----**exp** experimental results
----**info** supplementary snippets
----`@guide.md` guidance for run experiments

How to Reproduce Experiments

Please go to check doc/@guide.md

References

The partial implementations are with references to the following projects, during the evolutionary history of this repo

• github/CodeSearchNet
• novoselrok/codesnippetsearch