annotations_creators:
- expert-generated
- found
language_creators:
- found
- expert-generated
license: []
multilinguality:
- translation
pretty_name: opus
size_categories: []
source_datasets: []
tags:
- parallel-corpus
task_categories:
- translation
task_ids: []
Dataset Card for [opus]
Table of Contents
- Table of Contents
- Dataset Description
- Dataset Structure
- Dataset Creation
- Considerations for Using the Data
- Additional Information
Dataset Description
Loads OPUS as HuggingFace dataset. OPUS is an open parallel corpus covering 700+ languages and 1100+ datasets.
Given a src
and tgt
language, this repository can load all available parallel corpus. To my knowledge, other OPUS datasets on Huggingface loads a specific corpus
Requirements. Pip install my fork of OpusTools
.
git clone https://github.com/larrylawl/OpusTools.git
pip install -e OpusTools/opustools_pkg
Example Usage.
# args follows `opustools`: https://pypi.org/project/opustools/
src="en"
tgt="id"
download_dir="data" # dir to save downloaded files
corpus="bible-uedin" # corpus name. Leave as `None` to download all available corpus for the src-tgt pair.
dataset = load_dataset("larrylawl/opus",
src=src,
tgt=tgt,
download_dir=download_dir,
corpus=corpus)
)
Disclaimer.
This repository is still in active development. Do make a PR if there're any issues!
Dataset Summary
[More Information Needed]
Supported Tasks and Leaderboards
[More Information Needed]
Languages
Available languages can be viewed on the OPUS API
Dataset Structure
Data Instances
[More Information Needed]
Data Fields
features = {
"src": datasets.Value("string"),
"tgt": datasets.Value("string"),
}
Data Splits
Merged all data into train split.
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 @larrylawl for adding this dataset.