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# Dataset Summary
**mRobust** is a multilingual version of the [TREC 2004 Robust passage ranking dataset](https://trec.nist.gov/data/robust/04.guidelines.html).
For more information, checkout our papers:
* [**mRobust: A Multilingual Version of the MS MARCO Passage Ranking Dataset**](https://arxiv.org/abs/2209.13738)
* [**A cost-benefit analysis of cross-lingual transfer methods**](https://arxiv.org/abs/2105.06813)
The current version is composed 10 languages: Chinese, French, German, Indonesian, Italian, Portuguese, Russian, Spanish, Dutch and Vietnamese.
### Supported languages
| Language name | Language code |
|---------------|---------------|
| English | english |
| Chinese | chinese |
| French | french |
| German | german |
| Indonesian | indonesian |
| Italian | italian |
| Portuguese | portuguese |
| Russian | russian |
| Spanish | spanish |
| Dutch | dutch |
| Vietnamese | vietnamese |
# Dataset Structure
You can load mRobust dataset by choosing a specific language. We include the translated collections of documents and queries.
#### Queries
```python
>>> dataset = load_dataset('unicamp-dl/mrobust', 'queries-spanish')
>>> dataset['queries'][1]
{'id': '302', 'text': '¿Está controlada la enfermedad de la poliomielitis (polio) en el mundo?'}
```
#### Collection
```python
>>> dataset = load_dataset('unicamp-dl/mrobust', 'collection-portuguese')
>>> dataset['collection'][5]
{'id': 'FT931-16660', 'text': '930105 FT 05 JAN 93 / Cenelec: Correção O endereço do Cenelec, Comitê Europeu de Normalização Eletrotécnica, estava incorreto na edição de ontem. É Rue de Stassart 35, B-1050, Bruxelas, Tel (322) 519 6871. CEN, Comitê Europeu de Normalização, está localizado na Rue de Stassart 36, B-1050, Bruxelas, Tel 519 6811.'}
```
# Citation Information
```
@misc{https://doi.org/10.48550/arxiv.2209.13738,
doi = {10.48550/ARXIV.2209.13738},
url = {https://arxiv.org/abs/2209.13738},
author = {Jeronymo, Vitor and Nascimento, Mauricio and Lotufo, Roberto and Nogueira, Rodrigo},
title = {mRobust04: A Multilingual Version of the TREC Robust 2004 Benchmark},
publisher = {arXiv},
year = {2022},
copyright = {Creative Commons Attribution 4.0 International}
}
```
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