Datasets:
Tasks:
Translation
Multilinguality:
multilingual
Language Creators:
found
Annotations Creators:
found
Source Datasets:
original
Tags:
License:
metadata
annotations_creators:
- found
language_creators:
- found
language:
- bg
- ca
- cs
- da
- de
- el
- en
- es
- et
- eu
- fi
- fr
- ga
- gl
- hr
- hu
- is
- it
- km
- ko
- lt
- lv
- mt
- my
- nb
- ne
- nl
- nn
- pl
- pt
- ro
- ru
- si
- sk
- sl
- so
- sv
- sw
- tl
- uk
- zh
license:
- cc0-1.0
multilinguality:
- multilingual
size_categories:
- 100K<n<1M
- 10K<n<100K
- 1M<n<10M
source_datasets:
- original
task_categories:
- translation
task_ids: []
pretty_name: OpusParaCrawl
config_names:
- de-pl
- el-en
- en-ha
- en-ig
- en-km
- en-so
- en-sw
- en-tl
- es-gl
- fr-nl
dataset_info:
- config_name: de-pl
features:
- name: id
dtype: string
- name: translation
dtype:
translation:
languages:
- de
- pl
splits:
- name: train
num_bytes: 298635927
num_examples: 916643
download_size: 183957290
dataset_size: 298635927
- config_name: el-en
features:
- name: id
dtype: string
- name: translation
dtype:
translation:
languages:
- el
- en
splits:
- name: train
num_bytes: 6760349369
num_examples: 21402471
download_size: 4108379167
dataset_size: 6760349369
- config_name: en-ha
features:
- name: id
dtype: string
- name: translation
dtype:
translation:
languages:
- en
- ha
splits:
- name: train
num_bytes: 4618460
num_examples: 19694
download_size: 1757433
dataset_size: 4618460
- config_name: en-ig
features:
- name: id
dtype: string
- name: translation
dtype:
translation:
languages:
- en
- ig
splits:
- name: train
num_bytes: 6709030
num_examples: 28829
download_size: 2691716
dataset_size: 6709030
- config_name: en-km
features:
- name: id
dtype: string
- name: translation
dtype:
translation:
languages:
- en
- km
splits:
- name: train
num_bytes: 31964409
num_examples: 65115
download_size: 16582595
dataset_size: 31964409
- config_name: en-so
features:
- name: id
dtype: string
- name: translation
dtype:
translation:
languages:
- en
- so
splits:
- name: train
num_bytes: 5790979
num_examples: 14880
download_size: 3718608
dataset_size: 5790979
- config_name: en-sw
features:
- name: id
dtype: string
- name: translation
dtype:
translation:
languages:
- en
- sw
splits:
- name: train
num_bytes: 44264274
num_examples: 132520
download_size: 30553316
dataset_size: 44264274
- config_name: en-tl
features:
- name: id
dtype: string
- name: translation
dtype:
translation:
languages:
- en
- tl
splits:
- name: train
num_bytes: 82502498
num_examples: 248689
download_size: 54686324
dataset_size: 82502498
- config_name: es-gl
features:
- name: id
dtype: string
- name: translation
dtype:
translation:
languages:
- es
- gl
splits:
- name: train
num_bytes: 582658645
num_examples: 1879689
download_size: 406732310
dataset_size: 582658645
- config_name: fr-nl
features:
- name: id
dtype: string
- name: translation
dtype:
translation:
languages:
- fr
- nl
splits:
- name: train
num_bytes: 862299992
num_examples: 2687673
download_size: 550812954
dataset_size: 862299992
configs:
- config_name: de-pl
data_files:
- split: train
path: de-pl/train-*
- config_name: el-en
data_files:
- split: train
path: el-en/train-*
- config_name: en-km
data_files:
- split: train
path: en-km/train-*
- config_name: en-so
data_files:
- split: train
path: en-so/train-*
- config_name: en-sw
data_files:
- split: train
path: en-sw/train-*
- config_name: en-tl
data_files:
- split: train
path: en-tl/train-*
- config_name: es-gl
data_files:
- split: train
path: es-gl/train-*
- config_name: fr-nl
data_files:
- split: train
path: fr-nl/train-*
Dataset Card for OpusParaCrawl
Table of Contents
- Dataset Description
- Dataset Structure
- Dataset Creation
- Considerations for Using the Data
- Additional Information
Dataset Description
- Homepage: http://opus.nlpl.eu/ParaCrawl.php
- Repository: None
- Paper: ParaCrawl: Web-Scale Acquisition of Parallel Corpora
- Leaderboard: [More Information Needed]
- Point of Contact: [More Information Needed]
Dataset Summary
Parallel corpora from Web Crawls collected in the ParaCrawl project.
Tha dataset contains:
- 42 languages, 43 bitexts
- total number of files: 59,996
- total number of tokens: 56.11G
- total number of sentence fragments: 3.13G
To load a language pair which isn't part of the config, all you need to do is specify the language code as pairs, e.g.
dataset = load_dataset("opus_paracrawl", lang1="en", lang2="so")
You can find the valid pairs in Homepage section of Dataset Description: http://opus.nlpl.eu/ParaCrawl.php
Supported Tasks and Leaderboards
[More Information Needed]
Languages
The languages in the dataset are:
- bg
- ca
- cs
- da
- de
- el
- en
- es
- et
- eu
- fi
- fr
- ga
- gl
- hr
- hu
- is
- it
- km
- ko
- lt
- lv
- mt
- my
- nb
- ne
- nl
- nn
- pl
- pt
- ro
- ru
- si
- sk
- sl
- so
- sv
- sw
- tl
- uk
- zh
Dataset Structure
Data Instances
{
'id': '0',
'translation': {
"el": "Συνεχίστε ευθεία 300 μέτρα μέχρι να καταλήξουμε σε μια σωστή οδός (ul. Gagarina)? Περπατήστε περίπου 300 μέτρα μέχρι να φτάσετε το πρώτο ορθή οδός (ul Khotsa Namsaraeva)?",
"en": "Go straight 300 meters until you come to a proper street (ul. Gagarina); Walk approximately 300 meters until you reach the first proper street (ul Khotsa Namsaraeva);"
}
}
Data Fields
id(str): Unique identifier of the parallel sentence for the pair of languages.translation(dict): Parallel sentences for the pair of languages.
Data Splits
The dataset contains a single train split.
Dataset Creation
Curation Rationale
[More Information Needed]
Source Data
[More Information Needed]
Initial Data Collection and Normalization
[More Information Needed]
Who are the source language producers?
[More Information Needed]
Annotations
[More Information Needed]
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
- Creative commons CC0 (no rights reserved)
Citation Information
@inproceedings{banon-etal-2020-paracrawl,
title = "{P}ara{C}rawl: Web-Scale Acquisition of Parallel Corpora",
author = "Ba{\~n}{\'o}n, Marta and
Chen, Pinzhen and
Haddow, Barry and
Heafield, Kenneth and
Hoang, Hieu and
Espl{\`a}-Gomis, Miquel and
Forcada, Mikel L. and
Kamran, Amir and
Kirefu, Faheem and
Koehn, Philipp and
Ortiz Rojas, Sergio and
Pla Sempere, Leopoldo and
Ram{\'\i}rez-S{\'a}nchez, Gema and
Sarr{\'\i}as, Elsa and
Strelec, Marek and
Thompson, Brian and
Waites, William and
Wiggins, Dion and
Zaragoza, Jaume",
booktitle = "Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics",
month = jul,
year = "2020",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2020.acl-main.417",
doi = "10.18653/v1/2020.acl-main.417",
pages = "4555--4567",
}
@InProceedings{TIEDEMANN12.463,
author = {Jörg Tiedemann},
title = {Parallel Data, Tools and Interfaces in OPUS},
booktitle = {Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC'12)},
year = {2012},
month = {may},
date = {23-25},
address = {Istanbul, Turkey},
editor = {Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Thierry Declerck and Mehmet Uğur Doğan and Bente Maegaard and Joseph Mariani and Asuncion Moreno and Jan Odijk and Stelios Piperidis},
publisher = {European Language Resources Association (ELRA)},
isbn = {978-2-9517408-7-7},
language = {english}
}
Contributions
Thanks to @rkc007 for adding this dataset.