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README.md
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---
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language:
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- en
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- id
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---
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# Just-Go-Parallel (Parallel-EN-ID)
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The data repository for the EN→ID unidirectional parallel data used in the following paper:
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> **Just Go Parallel: Improving the Multilingual Capabilities of Large Language Models**
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>
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> [Muhammad Reza Qorib](https://mrqorib.github.io/), [Junyi Li](https://lijunyi.tech/), and [Hwee Tou Ng](https://www.comp.nus.edu.sg/~nght/)
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>
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> The 63rd Annual Meeting of the Association for Computational Linguistics (to appear)
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- **Paper:** [arXiv](https://arxiv.org/abs/2506.13044)
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- **Codebase:** [https://github.com/nusnlp/Just-Go-Parallel/](https://github.com/nusnlp/just-Go-Parallel/)
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## Download
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To download and extract the files, please run the following commands:
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```
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huggingface-cli download nusnlp/JGP-Parallel-EN-ID --repo-type dataset --local-dir JGP-Parallel-EN-ID
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cd JGP-Parallel-EN-ID
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for file in *.tar.gz; do tar xzvf "${file}" --strip-components 1 && rm "${file}"; done
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cd ..
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```
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## All Datasets
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| Experiment | Datasets |
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| ---------- | --- |
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| No-Parallel | [nusnlp/JGP-SlimPajama](https://huggingface.co/datasets/nusnlp/JGP-SlimPajama) |
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| Multilingual | [nusnlp/JGP-SlimPajama](https://huggingface.co/datasets/nusnlp/JGP-SlimPajama) + [nusnlp/JGP-Multilingual](https://huggingface.co/datasets/nusnlp/JGP-Multilingual) |
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| 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) |
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| 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) |
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| 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) |
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| 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) |
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| 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) |
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| 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) |
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