clips/beir-nl-mmarco

Dataset Card for BEIR-NL Benchmark

BEIR-NL is a Dutch-translated version of the BEIR benchmark, a diverse and heterogeneous collection of datasets covering various domains from biomedical and financial texts to general web content. Our benchmark is integrated into the Massive Multilingual Text Embedding Benchmark (MMTEB).

Source Data

mMarco repository on GitHub.

Additional Information

Licensing Information

This dataset is licensed under the Apache license 2.0..

Citation Information

We use this dataset in our work:

@misc{banar2024beirnlzeroshotinformationretrieval,
    title={BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language}, 
     author={Nikolay Banar and Ehsan Lotfi and Walter Daelemans},
     year={2024},
     eprint={2412.08329},
     archivePrefix={arXiv},
     primaryClass={cs.CL},
     url={https://arxiv.org/abs/2412.08329}, 
}

The original source of data:

@article{DBLP:journals/corr/abs-2108-13897,
  author       = {Luiz Bonifacio and
                  Israel Campiotti and
                  Roberto de Alencar Lotufo and
                  Rodrigo Frassetto Nogueira},
  title        = {mMARCO: {A} Multilingual Version of {MS} {MARCO} Passage Ranking Dataset},
  journal      = {CoRR},
  volume       = {abs/2108.13897},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.13897},
  eprinttype    = {arXiv},
  eprint       = {2108.13897},
  timestamp    = {Mon, 20 Mar 2023 15:35:34 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-13897.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}