|
--- |
|
annotations_creators: |
|
- no-annotation |
|
language_creators: |
|
- found |
|
language: |
|
- cs |
|
- de |
|
- en |
|
- fr |
|
- hi |
|
- ru |
|
license: |
|
- unknown |
|
multilinguality: |
|
- translation |
|
size_categories: |
|
- 10M<n<100M |
|
source_datasets: |
|
- extended|europarl_bilingual |
|
- extended|giga_fren |
|
- extended|news_commentary |
|
- extended|un_multi |
|
- extended|hind_encorp |
|
task_categories: |
|
- translation |
|
task_ids: [] |
|
pretty_name: WMT14 |
|
paperswithcode_id: wmt-2014 |
|
dataset_info: |
|
- config_name: cs-en |
|
features: |
|
- name: translation |
|
dtype: |
|
translation: |
|
languages: |
|
- cs |
|
- en |
|
splits: |
|
- name: train |
|
num_bytes: 280992794 |
|
num_examples: 953621 |
|
- name: validation |
|
num_bytes: 702473 |
|
num_examples: 3000 |
|
- name: test |
|
num_bytes: 757817 |
|
num_examples: 3003 |
|
download_size: 1696003559 |
|
dataset_size: 282453084 |
|
- config_name: de-en |
|
features: |
|
- name: translation |
|
dtype: |
|
translation: |
|
languages: |
|
- de |
|
- en |
|
splits: |
|
- name: train |
|
num_bytes: 1358410408 |
|
num_examples: 4508785 |
|
- name: validation |
|
num_bytes: 736415 |
|
num_examples: 3000 |
|
- name: test |
|
num_bytes: 777334 |
|
num_examples: 3003 |
|
download_size: 1696003559 |
|
dataset_size: 1359924157 |
|
- config_name: fr-en |
|
features: |
|
- name: translation |
|
dtype: |
|
translation: |
|
languages: |
|
- fr |
|
- en |
|
splits: |
|
- name: train |
|
num_bytes: 14752554924 |
|
num_examples: 40836715 |
|
- name: validation |
|
num_bytes: 744447 |
|
num_examples: 3000 |
|
- name: test |
|
num_bytes: 838857 |
|
num_examples: 3003 |
|
download_size: 6658118909 |
|
dataset_size: 14754138228 |
|
- config_name: hi-en |
|
features: |
|
- name: translation |
|
dtype: |
|
translation: |
|
languages: |
|
- hi |
|
- en |
|
splits: |
|
- name: train |
|
num_bytes: 1936035 |
|
num_examples: 32863 |
|
- name: validation |
|
num_bytes: 181465 |
|
num_examples: 520 |
|
- name: test |
|
num_bytes: 1075016 |
|
num_examples: 2507 |
|
download_size: 46879684 |
|
dataset_size: 3192516 |
|
- config_name: ru-en |
|
features: |
|
- name: translation |
|
dtype: |
|
translation: |
|
languages: |
|
- ru |
|
- en |
|
splits: |
|
- name: train |
|
num_bytes: 433210270 |
|
num_examples: 1486965 |
|
- name: validation |
|
num_bytes: 977946 |
|
num_examples: 3000 |
|
- name: test |
|
num_bytes: 1087746 |
|
num_examples: 3003 |
|
download_size: 1047396736 |
|
dataset_size: 435275962 |
|
--- |
|
|
|
# Dataset Card for "wmt14" |
|
|
|
## Table of Contents |
|
- [Dataset Description](#dataset-description) |
|
- [Dataset Summary](#dataset-summary) |
|
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
|
- [Languages](#languages) |
|
- [Dataset Structure](#dataset-structure) |
|
- [Data Instances](#data-instances) |
|
- [Data Fields](#data-fields) |
|
- [Data Splits](#data-splits) |
|
- [Dataset Creation](#dataset-creation) |
|
- [Curation Rationale](#curation-rationale) |
|
- [Source Data](#source-data) |
|
- [Annotations](#annotations) |
|
- [Personal and Sensitive Information](#personal-and-sensitive-information) |
|
- [Considerations for Using the Data](#considerations-for-using-the-data) |
|
- [Social Impact of Dataset](#social-impact-of-dataset) |
|
- [Discussion of Biases](#discussion-of-biases) |
|
- [Other Known Limitations](#other-known-limitations) |
|
- [Additional Information](#additional-information) |
|
- [Dataset Curators](#dataset-curators) |
|
- [Licensing Information](#licensing-information) |
|
- [Citation Information](#citation-information) |
|
- [Contributions](#contributions) |
|
|
|
## Dataset Description |
|
|
|
- **Homepage:** [http://www.statmt.org/wmt14/translation-task.html](http://www.statmt.org/wmt14/translation-task.html) |
|
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
- **Size of downloaded dataset files:** 1616.49 MB |
|
- **Size of the generated dataset:** 269.84 MB |
|
- **Total amount of disk used:** 1886.33 MB |
|
|
|
### Dataset Summary |
|
|
|
Translation dataset based on the data from statmt.org. |
|
|
|
Versions exist for different years using a combination of data |
|
sources. The base `wmt` allows you to create a custom dataset by choosing |
|
your own data/language pair. This can be done as follows: |
|
|
|
```python |
|
from datasets import inspect_dataset, load_dataset_builder |
|
|
|
inspect_dataset("wmt14", "path/to/scripts") |
|
builder = load_dataset_builder( |
|
"path/to/scripts/wmt_utils.py", |
|
language_pair=("fr", "de"), |
|
subsets={ |
|
datasets.Split.TRAIN: ["commoncrawl_frde"], |
|
datasets.Split.VALIDATION: ["euelections_dev2019"], |
|
}, |
|
) |
|
|
|
# Standard version |
|
builder.download_and_prepare() |
|
ds = builder.as_dataset() |
|
|
|
# Streamable version |
|
ds = builder.as_streaming_dataset() |
|
``` |
|
|
|
### Supported Tasks and Leaderboards |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### Languages |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
## Dataset Structure |
|
|
|
### Data Instances |
|
|
|
#### cs-en |
|
|
|
- **Size of downloaded dataset files:** 1616.49 MB |
|
- **Size of the generated dataset:** 269.84 MB |
|
- **Total amount of disk used:** 1886.33 MB |
|
|
|
An example of 'train' looks as follows. |
|
``` |
|
|
|
``` |
|
|
|
### Data Fields |
|
|
|
The data fields are the same among all splits. |
|
|
|
#### cs-en |
|
- `translation`: a multilingual `string` variable, with possible languages including `cs`, `en`. |
|
|
|
### Data Splits |
|
|
|
|name |train |validation|test| |
|
|-----|-----:|---------:|---:| |
|
|cs-en|953621| 3000|3003| |
|
|
|
## Dataset Creation |
|
|
|
### Curation Rationale |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### Source Data |
|
|
|
#### Initial Data Collection and Normalization |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
#### Who are the source language producers? |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### Annotations |
|
|
|
#### Annotation process |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
#### Who are the annotators? |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### Personal and Sensitive Information |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
## Considerations for Using the Data |
|
|
|
### Social Impact of Dataset |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### Discussion of Biases |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### Other Known Limitations |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
## Additional Information |
|
|
|
### Dataset Curators |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### Licensing Information |
|
|
|
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
|
|
|
### Citation Information |
|
|
|
``` |
|
|
|
@InProceedings{bojar-EtAl:2014:W14-33, |
|
author = {Bojar, Ondrej and Buck, Christian and Federmann, Christian and Haddow, Barry and Koehn, Philipp and Leveling, Johannes and Monz, Christof and Pecina, Pavel and Post, Matt and Saint-Amand, Herve and Soricut, Radu and Specia, Lucia and Tamchyna, Ale |
|
{s}}, |
|
title = {Findings of the 2014 Workshop on Statistical Machine Translation}, |
|
booktitle = {Proceedings of the Ninth Workshop on Statistical Machine Translation}, |
|
month = {June}, |
|
year = {2014}, |
|
address = {Baltimore, Maryland, USA}, |
|
publisher = {Association for Computational Linguistics}, |
|
pages = {12--58}, |
|
url = {http://www.aclweb.org/anthology/W/W14/W14-3302} |
|
} |
|
|
|
``` |
|
|
|
|
|
### Contributions |
|
|
|
Thanks to [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten) for adding this dataset. |
