---
viewer: false
language:
- en
- zh
- id
---
# Just-Go-Parallel (Parallel)
The data repository for the parallel data used in the following paper:
> **Just Go Parallel: Improving the Multilingual Capabilities of Large Language Models**
>
> [Muhammad Reza Qorib](https://mrqorib.github.io/), [Junyi Li](https://lijunyi.tech/), and [Hwee Tou Ng](https://www.comp.nus.edu.sg/~nght/)
>
> The 63rd Annual Meeting of the Association for Computational Linguistics (to appear)

- **Paper:** [arXiv](https://arxiv.org/abs/2506.13044) 
- **Codebase:** [https://github.com/nusnlp/Just-Go-Parallel/](https://github.com/nusnlp/just-Go-Parallel/)

## Download
To download and extract the files, please run the following commands:
```
huggingface-cli download nusnlp/JGP-Parallel --repo-type dataset --local-dir JGP-Parallel
cd JGP-Parallel
for file in *.tar.gz; do tar xzvf "${file}" --strip-components 1 && rm "${file}"; done
cd ..
```

## All Datasets
| Experiment | Datasets |
| ---------- | --- |
| No-Parallel | [nusnlp/JGP-SlimPajama](https://huggingface.co/datasets/nusnlp/JGP-SlimPajama) |
| Multilingual | [nusnlp/JGP-SlimPajama](https://huggingface.co/datasets/nusnlp/JGP-SlimPajama) + [nusnlp/JGP-Multilingual](https://huggingface.co/datasets/nusnlp/JGP-Multilingual) |
| Parallel Non-Adjacent | [nusnlp/JGP-SlimPajama](https://huggingface.co/datasets/nusnlp/JGP-SlimPajama) + [nusnlp/JGP-Parallel-Non-Adjacent](https://huggingface.co/datasets/nusnlp/JGP-Parallel-Non-Adjacent) |
| Parallel First, Parallel Distributed, Parallel Last (all) | [nusnlp/JGP-SlimPajama](https://huggingface.co/datasets/nusnlp/JGP-SlimPajama) + [nusnlp/JGP-Parallel](https://huggingface.co/datasets/nusnlp/JGP-Parallel) |
| Parallel Last (uni): EN→ID | [nusnlp/JGP-SlimPajama](https://huggingface.co/datasets/nusnlp/JGP-SlimPajama) + [nusnlp/JGP-Parallel-EN-ID](https://huggingface.co/datasets/nusnlp/JGP-Parallel-EN-ID) |
| Parallel Last (uni): ID→EN | [nusnlp/JGP-SlimPajama](https://huggingface.co/datasets/nusnlp/JGP-SlimPajama) + [nusnlp/JGP-Parallel-ID-EN](https://huggingface.co/datasets/nusnlp/JGP-Parallel-ID-EN) |
| Parallel Last (uni): EN→ZH | [nusnlp/JGP-SlimPajama](https://huggingface.co/datasets/nusnlp/JGP-SlimPajama) + [nusnlp/JGP-Parallel-EN-ZH](https://huggingface.co/datasets/nusnlp/JGP-Parallel-EN-ZH) |
| Parallel Last (uni): ZH→EN | [nusnlp/JGP-SlimPajama](https://huggingface.co/datasets/nusnlp/JGP-SlimPajama) + [nusnlp/JGP-Parallel-ZH-EN](https://huggingface.co/datasets/nusnlp/JGP-Parallel-ZH-EN) |