unicamp-dl/mrobust

Dataset Summary

mRobust is a multilingual version of the TREC 2004 Robust passage ranking dataset. For more information, checkout our papers:

• mRobust: A Multilingual Version of the MS MARCO Passage Ranking Dataset
• A cost-benefit analysis of cross-lingual transfer methods

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

>>> 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

>>> 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}
}