README.md

metadata

annotations_creators:
  - no-annotation
language_creators:
  - expert-generated
language:
  - es
license:
  - mit
multilinguality:
  - monolingual
size_categories:
  - 100K<n<1M
  - 100M<n<1B
  - 10K<n<100K
  - 10M<n<100M
  - 1M<n<10M
source_datasets:
  - original
task_categories:
  - other
task_ids: []
paperswithcode_id: null
pretty_name: The Large Spanish Corpus
tags: []
dataset_info:
  - config_name: JRC
    features:
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 380895504
        num_examples: 3410620
    download_size: 4099166669
    dataset_size: 380895504
  - config_name: EMEA
    features:
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 100259598
        num_examples: 1221233
    download_size: 4099166669
    dataset_size: 100259598
  - config_name: GlobalVoices
    features:
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 114435784
        num_examples: 897075
    download_size: 4099166669
    dataset_size: 114435784
  - config_name: ECB
    features:
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 336285757
        num_examples: 1875738
    download_size: 4099166669
    dataset_size: 336285757
  - config_name: DOGC
    features:
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 898279656
        num_examples: 10917053
    download_size: 4099166669
    dataset_size: 898279656
  - config_name: all_wikis
    features:
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 3782280549
        num_examples: 28109484
    download_size: 4099166669
    dataset_size: 3782280549
  - config_name: TED
    features:
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 15858148
        num_examples: 157910
    download_size: 4099166669
    dataset_size: 15858148
  - config_name: multiUN
    features:
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 2327269369
        num_examples: 13127490
    download_size: 4099166669
    dataset_size: 2327269369
  - config_name: Europarl
    features:
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 359897865
        num_examples: 2174141
    download_size: 4099166669
    dataset_size: 359897865
  - config_name: NewsCommentary11
    features:
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 48350573
        num_examples: 288771
    download_size: 4099166669
    dataset_size: 48350573
  - config_name: UN
    features:
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 23654590
        num_examples: 74067
    download_size: 4099166669
    dataset_size: 23654590
  - config_name: EUBookShop
    features:
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 1326861077
        num_examples: 8214959
    download_size: 4099166669
    dataset_size: 1326861077
  - config_name: ParaCrawl
    features:
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 1840430234
        num_examples: 15510649
    download_size: 4099166669
    dataset_size: 1840430234
  - config_name: OpenSubtitles2018
    features:
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 7477281776
        num_examples: 213508602
    download_size: 4099166669
    dataset_size: 7477281776
  - config_name: DGT
    features:
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 396217351
        num_examples: 3168368
    download_size: 4099166669
    dataset_size: 396217351
  - config_name: combined
    features:
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 19428257807
        num_examples: 302656160
    download_size: 4099166669
    dataset_size: 19428257807
config_names:
  - DGT
  - DOGC
  - ECB
  - EMEA
  - EUBookShop
  - Europarl
  - GlobalVoices
  - JRC
  - NewsCommentary11
  - OpenSubtitles2018
  - ParaCrawl
  - TED
  - UN
  - all_wikis
  - combined
  - multiUN

Dataset Card for The Large Spanish Corpus

Table of Contents

• Dataset Description
  • Dataset Summary
  • Supported Tasks and Leaderboards
  • Languages
• Dataset Structure
  • Data Instances
  • Data Fields
  • Data Splits
• Dataset Creation
  • Curation Rationale
  • Source Data
  • Annotations
  • Personal and Sensitive Information
• Considerations for Using the Data
  • Social Impact of Dataset
  • Discussion of Biases
  • Other Known Limitations
• Additional Information
  • Dataset Curators
  • Licensing Information
  • Citation Information
  • Contributions

Dataset Description

• Homepage: https://github.com/josecannete/spanish-corpora
• Repository: https://github.com/josecannete/spanish-corpora
• Paper:
• Data: https://doi.org/10.5281/zenodo.3247731
• Leaderboard:
• Point of Contact: José Cañete (corpus creator) or Lewis Tunstall (corpus submitter)

Dataset Summary

The Large Spanish Corpus is a compilation of 15 unlabelled Spanish corpora spanning Wikipedia to European parliament notes. Each config contains the data corresponding to a different corpus. For example, all_wiki only includes examples from Spanish Wikipedia:

from datasets import load_dataset
all_wiki = load_dataset('large_spanish_corpus', name='all_wiki')

By default, the config is set to "combined" which loads all the corpora.

Supported Tasks and Leaderboards

[More Information Needed]

Languages

Spanish

Dataset Structure

Data Instances

[More Information Needed]

Data Fields

[More Information Needed]

Data Splits

The following is taken from the corpus' source repsository:

• Spanish Wikis: Which include Wikipedia, Wikinews, Wikiquotes and more. These were first processed with wikiextractor (https://github.com/josecannete/wikiextractorforBERT) using the wikis dump of 20/04/2019.

• ParaCrawl: Spanish portion of ParaCrawl (http://opus.nlpl.eu/ParaCrawl.php)

• EUBookshop: Spanish portion of EUBookshop (http://opus.nlpl.eu/EUbookshop.php)

• MultiUN: Spanish portion of MultiUN (http://opus.nlpl.eu/MultiUN.php)

• OpenSubtitles: Spanish portion of OpenSubtitles2018 (http://opus.nlpl.eu/OpenSubtitles-v2018.php)

• DGC: Spanish portion of DGT (http://opus.nlpl.eu/DGT.php)

• DOGC: Spanish portion of DOGC (http://opus.nlpl.eu/DOGC.php)

• ECB: Spanish portion of ECB (http://opus.nlpl.eu/ECB.php)

• EMEA: Spanish portion of EMEA (http://opus.nlpl.eu/EMEA.php)

• Europarl: Spanish portion of Europarl (http://opus.nlpl.eu/Europarl.php)

• GlobalVoices: Spanish portion of GlobalVoices (http://opus.nlpl.eu/GlobalVoices.php)

• JRC: Spanish portion of JRC (http://opus.nlpl.eu/JRC-Acquis.php)

• News-Commentary11: Spanish portion of NCv11 (http://opus.nlpl.eu/News-Commentary-v11.php)

• TED: Spanish portion of TED (http://opus.nlpl.eu/TED2013.php)

• UN: Spanish portion of UN (http://opus.nlpl.eu/UN.php)

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

[More Information Needed]

Annotations

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

[More Information Needed]

Licensing Information

[More Information Needed]

Citation Information

[More Information Needed]

Contributions

Thanks to @lewtun for adding this dataset.