Dataset Card for [opus]

Dataset Description

Disclaimer. Loading of dataset is slow, thus it may not be feasible when loading at scale. I'd suggest to use the other OPUS datasets on Huggingface which loads a specific corpus.

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 pandas

# 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

{'src': 'In the beginning God created the heavens and the earth .',
 'tgt': 'Pada mulanya , waktu Allah mulai menciptakan alam semesta'}

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.