Datasets:
metadata
pretty_name: WMT19
paperswithcode_id: null
multilinguality:
- translation
task_categories:
- translation
task_ids: []
Dataset Card for "wmt19"
Table of Contents
- Dataset Description
- Dataset Structure
- Dataset Creation
- Considerations for Using the Data
- Additional Information
Dataset Description
- Homepage: http://www.statmt.org/wmt19/translation-task.html
- Repository: More Information Needed
- Paper: More Information Needed
- Point of Contact: More Information Needed
- Size of downloaded dataset files: 1924.57 MB
- Size of the generated dataset: 1254.62 MB
- Total amount of disk used: 3179.19 MB
Dataset Summary
Translate dataset based on the data from statmt.org.
Versions exists for the different years using a combination of multiple data
sources. The base wmt_translate allows you to create your own config to choose
your own data/language pair by creating a custom datasets.translate.wmt.WmtConfig.
config = datasets.wmt.WmtConfig(
version="0.0.1",
language_pair=("fr", "de"),
subsets={
datasets.Split.TRAIN: ["commoncrawl_frde"],
datasets.Split.VALIDATION: ["euelections_dev2019"],
},
)
builder = datasets.builder("wmt_translate", config=config)
Supported Tasks and Leaderboards
Languages
Dataset Structure
Data Instances
cs-en
- Size of downloaded dataset files: 1924.57 MB
- Size of the generated dataset: 1254.62 MB
- Total amount of disk used: 3179.19 MB
An example of 'validation' looks as follows.
Data Fields
The data fields are the same among all splits.
cs-en
translation: a multilingualstringvariable, with possible languages includingcs,en.
Data Splits
| name | train | validation |
|---|---|---|
| cs-en | 7270695 | 2983 |
Dataset Creation
Curation Rationale
Source Data
Initial Data Collection and Normalization
Who are the source language producers?
Annotations
Annotation process
Who are the annotators?
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
@ONLINE {wmt19translate,
author = "Wikimedia Foundation",
title = "ACL 2019 Fourth Conference on Machine Translation (WMT19), Shared Task: Machine Translation of News",
url = "http://www.statmt.org/wmt19/translation-task.html"
}
Contributions
Thanks to @patrickvonplaten, @mariamabarham, @thomwolf for adding this dataset.