README.md

metadata

dataset_info:
  features:
    - name: text_en
      dtype: string
    - name: text_ar
      dtype: string
  splits:
    - name: train
      num_bytes: 9128039564
      num_examples: 19279407
    - name: test
      num_bytes: 3677574
      num_examples: 8752
    - name: dev
      num_bytes: 3714475
      num_examples: 8752
  download_size: 5159323292
  dataset_size: 9135431613
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: test
        path: data/test-*
      - split: dev
        path: data/dev-*
task_categories:
  - translation
language:
  - ar
  - en
size_categories:
  - 10M<n<100M
license: cc-by-4.0

Dataset Details

MultiUN + UNPC datasets, with rule-based and semantic filtering (train > 0.45 - test/dev > 0.9) as well as (>= 0.1) fasttext language detection.

Dataset Structure

DatasetDict({
    train: Dataset({
        features: ['text_en', 'text_ar'],
        num_rows: 19279407
    })
    test: Dataset({
        features: ['text_en', 'text_ar'],
        num_rows: 8752
    })
    dev: Dataset({
        features: ['text_en', 'text_ar'],
        num_rows: 8752
    })
})

Citations

@inproceedings{eisele-chen-2010-multiun,
    title = "{M}ulti{UN}: A Multilingual Corpus from United Nation Documents",
    author = "Eisele, Andreas  and
      Chen, Yu",
    editor = "Calzolari, Nicoletta  and
      Choukri, Khalid  and
      Maegaard, Bente  and
      Mariani, Joseph  and
      Odijk, Jan  and
      Piperidis, Stelios  and
      Rosner, Mike  and
      Tapias, Daniel",
    booktitle = "Proceedings of the Seventh International Conference on Language Resources and Evaluation ({LREC}'10)",
    month = may,
    year = "2010",
    address = "Valletta, Malta",
    publisher = "European Language Resources Association (ELRA)",
    url = "http://www.lrec-conf.org/proceedings/lrec2010/pdf/686_Paper.pdf",
}

@inproceedings{ziemski-etal-2016-united,
    title = "The {U}nited {N}ations Parallel Corpus v1.0",
    author = "Ziemski, Micha{\l}  and
      Junczys-Dowmunt, Marcin  and
      Pouliquen, Bruno",
    editor = "Calzolari, Nicoletta  and
      Choukri, Khalid  and
      Declerck, Thierry  and
      Goggi, Sara  and
      Grobelnik, Marko  and
      Maegaard, Bente  and
      Mariani, Joseph  and
      Mazo, Helene  and
      Moreno, Asuncion  and
      Odijk, Jan  and
      Piperidis, Stelios",
    booktitle = "Proceedings of the Tenth International Conference on Language Resources and Evaluation ({LREC}'16)",
    month = may,
    year = "2016",
    address = "Portoro{\v{z}}, Slovenia",
    publisher = "European Language Resources Association (ELRA)",
    url = "https://aclanthology.org/L16-1561",
    pages = "3530--3534",
}

@INPROCEEDINGS{Tiedemann2012-OPUS,
  title     = "{Parallel Data, Tools and Interfaces in {OPUS}}",
  booktitle = "{Proceedings of the Eighth International Conference on Language
               Resources and Evaluation ({LREC}'12)}",
  author    = "Tiedemann, J{\"o}rg",
  publisher = "European Language Resources Association (ELRA)",
  pages     = "2214--2218",
  month     =  may,
  year      =  2012,
  url       = "http://www.lrec-conf.org/proceedings/lrec2012/pdf/463_Paper.pdf",
  address   = "Istanbul, Turkey"
}