tomaarsen's picture
tomaarsen HF staff
Update README.md
c30971b verified
metadata
language:
  - en
  - multilingual
  - ar
  - bg
  - cs
  - da
  - de
  - el
  - es
  - et
  - fa
  - fi
  - fr
  - gu
  - he
  - hi
  - hr
  - hu
  - hy
  - id
  - it
  - ja
  - ka
  - ko
  - lt
  - lv
  - mk
  - mn
  - mr
  - my
  - nl
  - pl
  - pt
  - ro
  - ru
  - sk
  - sl
  - sq
  - sv
  - th
  - tr
  - uk
  - ur
  - vi
size_categories:
  - 10M<n<100M
task_categories:
  - feature-extraction
  - sentence-similarity
pretty_name: JW300
tags:
  - sentence-transformers
dataset_info:
  - config_name: all
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 10641041060
        num_examples: 47191903
    download_size: 6113892615
    dataset_size: 10641041060
  - config_name: en-ar
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 130239319
        num_examples: 516526
    download_size: 71709366
    dataset_size: 130239319
  - config_name: en-bg
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 187157524
        num_examples: 700303
    download_size: 100651575
    dataset_size: 187157524
  - config_name: en-cs
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 220651983
        num_examples: 1104142
    download_size: 143664541
    dataset_size: 220651983
  - config_name: en-da
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 393400800
        num_examples: 1901329
    download_size: 245272613
    dataset_size: 393400800
  - config_name: en-de
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 429526977
        num_examples: 1998049
    download_size: 268219242
    dataset_size: 429526977
  - config_name: en-el
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 643264370
        num_examples: 1964807
    download_size: 346889289
    dataset_size: 643264370
  - config_name: en-es
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 378904848
        num_examples: 1794161
    download_size: 237755188
    dataset_size: 378904848
  - config_name: en-et
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 147290069
        num_examples: 770859
    download_size: 95181955
    dataset_size: 147290069
  - config_name: en-fa
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 77677017
        num_examples: 301125
    download_size: 40440991
    dataset_size: 77677017
  - config_name: en-fi
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 429222205
        num_examples: 1997096
    download_size: 269313313
    dataset_size: 429222205
  - config_name: en-fr
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 482076984
        num_examples: 2173081
    download_size: 296813744
    dataset_size: 482076984
  - config_name: en-gu
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 97005299
        num_examples: 397231
    download_size: 45332511
    dataset_size: 97005299
  - config_name: en-he
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 131960370
        num_examples: 594129
    download_size: 75609620
    dataset_size: 131960370
  - config_name: en-hi
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 191259464
        num_examples: 607849
    download_size: 86819082
    dataset_size: 191259464
  - config_name: en-hr
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 197839643
        num_examples: 1018516
    download_size: 128788357
    dataset_size: 197839643
  - config_name: en-hu
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 214137246
        num_examples: 1019141
    download_size: 136096200
    dataset_size: 214137246
  - config_name: en-hy
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 111875908
        num_examples: 461386
    download_size: 59693426
    dataset_size: 111875908
  - config_name: en-id
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 106190202
        num_examples: 540132
    download_size: 63513293
    dataset_size: 106190202
  - config_name: en-it
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 456978450
        num_examples: 2158336
    download_size: 286358561
    dataset_size: 456978450
  - config_name: en-ja
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 618800515
        num_examples: 1994994
    download_size: 278051032
    dataset_size: 618800515
  - config_name: en-ka
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 203525212
        num_examples: 615179
    download_size: 90819412
    dataset_size: 203525212
  - config_name: en-ko
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 426915157
        num_examples: 1780609
    download_size: 236889681
    dataset_size: 426915157
  - config_name: en-lt
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 122996756
        num_examples: 655152
    download_size: 80595859
    dataset_size: 122996756
  - config_name: en-lv
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 115294487
        num_examples: 575542
    download_size: 73155485
    dataset_size: 115294487
  - config_name: en-mk
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 124590780
        num_examples: 487225
    download_size: 66720950
    dataset_size: 124590780
  - config_name: en-mn
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 46233783
        num_examples: 195762
    download_size: 24263503
    dataset_size: 46233783
  - config_name: en-mr
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 109587341
        num_examples: 352647
    download_size: 49158879
    dataset_size: 109587341
  - config_name: en-my
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 264600785
        num_examples: 855479
    download_size: 105821731
    dataset_size: 264600785
  - config_name: en-nl
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 448628673
        num_examples: 2062452
    download_size: 277106821
    dataset_size: 448628673
  - config_name: en-pl
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 263998019
        num_examples: 1273343
    download_size: 171642492
    dataset_size: 263998019
  - config_name: en-pt
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 416033780
        num_examples: 2009999
    download_size: 261727394
    dataset_size: 416033780
  - config_name: en-ro
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 213417990
        num_examples: 1003441
    download_size: 133090019
    dataset_size: 213417990
  - config_name: en-ru
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 253969142
        num_examples: 969535
    download_size: 141800670
    dataset_size: 253969142
  - config_name: en-sk
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 183496657
        num_examples: 938467
    download_size: 120750801
    dataset_size: 183496657
  - config_name: en-sl
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 209087247
        num_examples: 1082319
    download_size: 135860253
    dataset_size: 209087247
  - config_name: en-sq
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 136108291
        num_examples: 669718
    download_size: 83786028
    dataset_size: 136108291
  - config_name: en-sv
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 340974356
        num_examples: 1655673
    download_size: 212877585
    dataset_size: 340974356
  - config_name: en-th
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 350113265
        num_examples: 779254
    download_size: 135141602
    dataset_size: 350113265
  - config_name: en-tr
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 94403119
        num_examples: 480661
    download_size: 58457420
    dataset_size: 94403119
  - config_name: en-uk
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 276323430
        num_examples: 1084513
    download_size: 155554303
    dataset_size: 276323430
  - config_name: en-ur
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 85870580
        num_examples: 348687
    download_size: 44109116
    dataset_size: 85870580
  - config_name: en-vi
    features:
      - name: english
        dtype: string
      - name: non_english
        dtype: string
    splits:
      - name: train
        num_bytes: 136940803
        num_examples: 597223
    download_size: 76362252
    dataset_size: 136940803
configs:
  - config_name: all
    data_files:
      - split: train
        path: all/train-*
  - config_name: en-ar
    data_files:
      - split: train
        path: en-ar/train-*
  - config_name: en-bg
    data_files:
      - split: train
        path: en-bg/train-*
  - config_name: en-cs
    data_files:
      - split: train
        path: en-cs/train-*
  - config_name: en-da
    data_files:
      - split: train
        path: en-da/train-*
  - config_name: en-de
    data_files:
      - split: train
        path: en-de/train-*
  - config_name: en-el
    data_files:
      - split: train
        path: en-el/train-*
  - config_name: en-es
    data_files:
      - split: train
        path: en-es/train-*
  - config_name: en-et
    data_files:
      - split: train
        path: en-et/train-*
  - config_name: en-fa
    data_files:
      - split: train
        path: en-fa/train-*
  - config_name: en-fi
    data_files:
      - split: train
        path: en-fi/train-*
  - config_name: en-fr
    data_files:
      - split: train
        path: en-fr/train-*
  - config_name: en-gu
    data_files:
      - split: train
        path: en-gu/train-*
  - config_name: en-he
    data_files:
      - split: train
        path: en-he/train-*
  - config_name: en-hi
    data_files:
      - split: train
        path: en-hi/train-*
  - config_name: en-hr
    data_files:
      - split: train
        path: en-hr/train-*
  - config_name: en-hu
    data_files:
      - split: train
        path: en-hu/train-*
  - config_name: en-hy
    data_files:
      - split: train
        path: en-hy/train-*
  - config_name: en-id
    data_files:
      - split: train
        path: en-id/train-*
  - config_name: en-it
    data_files:
      - split: train
        path: en-it/train-*
  - config_name: en-ja
    data_files:
      - split: train
        path: en-ja/train-*
  - config_name: en-ka
    data_files:
      - split: train
        path: en-ka/train-*
  - config_name: en-ko
    data_files:
      - split: train
        path: en-ko/train-*
  - config_name: en-lt
    data_files:
      - split: train
        path: en-lt/train-*
  - config_name: en-lv
    data_files:
      - split: train
        path: en-lv/train-*
  - config_name: en-mk
    data_files:
      - split: train
        path: en-mk/train-*
  - config_name: en-mn
    data_files:
      - split: train
        path: en-mn/train-*
  - config_name: en-mr
    data_files:
      - split: train
        path: en-mr/train-*
  - config_name: en-my
    data_files:
      - split: train
        path: en-my/train-*
  - config_name: en-nl
    data_files:
      - split: train
        path: en-nl/train-*
  - config_name: en-pl
    data_files:
      - split: train
        path: en-pl/train-*
  - config_name: en-pt
    data_files:
      - split: train
        path: en-pt/train-*
  - config_name: en-ro
    data_files:
      - split: train
        path: en-ro/train-*
  - config_name: en-ru
    data_files:
      - split: train
        path: en-ru/train-*
  - config_name: en-sk
    data_files:
      - split: train
        path: en-sk/train-*
  - config_name: en-sl
    data_files:
      - split: train
        path: en-sl/train-*
  - config_name: en-sq
    data_files:
      - split: train
        path: en-sq/train-*
  - config_name: en-sv
    data_files:
      - split: train
        path: en-sv/train-*
  - config_name: en-th
    data_files:
      - split: train
        path: en-th/train-*
  - config_name: en-tr
    data_files:
      - split: train
        path: en-tr/train-*
  - config_name: en-uk
    data_files:
      - split: train
        path: en-uk/train-*
  - config_name: en-ur
    data_files:
      - split: train
        path: en-ur/train-*
  - config_name: en-vi
    data_files:
      - split: train
        path: en-vi/train-*

Dataset Card for Parallel Sentences - JW300

This dataset contains parallel sentences (i.e. English sentence + the same sentences in another language) for numerous other languages. Most of the sentences originate from the OPUS website. In particular, this dataset contains the JW300 dataset.

Related Datasets

The following datasets are also a part of the Parallel Sentences collection:

These datasets can be used to train multilingual sentence embedding models. For more information, see sbert.net - Multilingual Models.

Dataset Subsets

all subset

  • Columns: "english", "non_english"
  • Column types: str, str
  • Examples:
    {
      "english": "It will really help me. I am a compulsive TV watcher.",
      "non_english": "سيكون هذا الفصل خير مساعد لي .‏"
    }
    
  • Collection strategy: Combining all other subsets from this dataset.
  • Deduplified: No

en-... subsets

  • Columns: "english", "non_english"
  • Column types: str, str
  • Examples:
    {
      "english": "But then you realize you do not have any money with you to pay for the refreshment.",
      "non_english": "Namun, kemudian Anda sadar bahwa Anda tidak punya uang untuk membelinya."
    }
    
  • Collection strategy: Processing the raw data from parallel-sentences and formatting it in Parquet, followed by deduplication.
  • Deduplified: Yes