| # 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} | |
| } | |
| ``` | |