# redcoder

**Repository Path**: devcodes123/redcoder

## Basic Information

- **Project Name**: redcoder
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2022-01-17
- **Last Updated**: 2022-02-02

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# REDCODER (Retrieval augmentED CODe gEneration and summaRization)

This is repository for the SCODE-R retriever in the [Retrieval Augmented Code Generation and Summarization](https://arxiv.org/abs/2108.11601) paper.

If you find this paper or this code useful, please cite this paper:
```
@inproceedings{parvez2021retrieval,
  title = {Retrieval Augmented Code Generation and Summarization},
  author = {Parvez, Md Rizwan and Ahmad, Wasi Uddin and Chakraborty, Saikat and Ray, Baishakhi and Chang, Kai-Wei},
  booktitle = {EMNLP-Findings},
  year = {2021}
}
```

Our model has two parts. You can use them seperately as well.
- SCODE-R: Summary and Code Retriever. Please see instructions in ```./SCODE-R```.
- SCODE-G: Summary and Code Generator. Please see instructions in ```./SCODE-G```.


## All REDCODER data/models/outputs together:
- Exclude retrieval candidate embeddings(too large)
- Exclude tokenized input to SCODE-G (by sentencepiece, we provide code and docs in ```SCODE-G``` directory. Please use them instead.)
- Please go through this [issue](https://github.com/rizwan09/REDCODER/issues/1)