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- This is the machine-translated dataset, TransWebEdu, supporting Arabic, Welsh, German, English, Spanish, French, Indonesian, Italian, Russian, and Swahili. It is used to pretrain TransWebLLM from scratch.
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- For more details:
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- [Multilingual Language Model Pretraining using Machine-translated Data](https://arxiv.org/abs/2502.13252)
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-
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- **Contact**
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- Email: [[email protected]](mailto:jiaywang@cs.ucl.ac.uk)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # TransWebEdu
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+ **TransWebEdu** is a machine-translated, multi-way parallel, multilingual dataset at pretrain scale, supporting ten languages: Arabic, Welsh, German, English, Spanish, French, Indonesian, Italian, Russian, and Swahili.
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+ It is used to pretrain the **TransWebLLM** model from scratch, with a focus on multilingual web-based education content.
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+
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+ For more information, see the paper:
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+ [Multilingual Language Model Pretraining using Machine-translated Data](https://arxiv.org/abs/2502.13252)
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+
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+ ## Languages Supported
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+
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+ - Arabic (`ar`)
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+ - Welsh (`cy`)
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+ - English (`en`)
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+ - Spanish (`es`)
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+ - French (`fr`)
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+ - German (`de`)
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+ - Indonesian (`id`)
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+ - Italian (`it`)
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+ - Russian (`ru`)
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+ - Swahili (`sw`)
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+
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+ ## Dataset Notes
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+
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+ - The dataset files are chunked due to large file sizes.
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+ - Each language's data files use a specific prefix to indicate language and script.
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+
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+ ### Language Prefix Mapping
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+
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+ | Language | Identifier |
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+ |--------------|-------------|
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+ | Arabic | `arb_Arab` |
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+ | English | `eng_Latn` |
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+ | French | `fra_Latn` |
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+ | German | `deu_Latn` |
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+ | Indonesian | `ind_Latn` |
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+ | Italian | `ita_Latn` |
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+ | Russian | `rus_Cyrl` |
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+ | Spanish | `spa_Latn` |
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+ | Swahili | `swh_Latn` |
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+ | Welsh | `cym_Latn` |
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+
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+ ## Contact
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+
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+ For questions or feedback, please contact:
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