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# Dataset Summary
This repository provides the mMARCO dataset.
This dataset was created by translating the MS MARCO Passage Ranking dataset into 8 different languages.
# Dataset Structure
You can load mMARCO dataset by choosing a specific language.
For each language, there are four splits: the first one, called collection, which contains all the dataset passages, followed by three queries splits, regarding to the training, development and evaluation sets.
# Load Dataset
An example to load the dataset:
```
dataset = load_dataset('unicamp-dl/mmarco', language='portuguese')
```
# Citation Information
```
@misc{bonifacio2021mmarco,
title={mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset},
author={Luiz Henrique Bonifacio and Israel Campiotti and Vitor Jeronymo and Roberto Lotufo and Rodrigo Nogueira},
year={2021},
eprint={2108.13897},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
```
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