README.md

metadata

annotations_creators:
  - expert-generated
  - found
language_creators:
  - found
language:
  - en
  - yo
license:
  - cc-by-4.0
multilinguality:
  - translation
size_categories:
  - 10K<n<100K
source_datasets:
  - original
task_categories:
  - translation
task_ids: []
paperswithcode_id: null
pretty_name: MENYO-20k
dataset_info:
  features:
    - name: translation
      dtype:
        translation:
          languages:
            - en
            - yo
  config_name: menyo20k_mt
  splits:
    - name: train
      num_bytes: 2551345
      num_examples: 10070
    - name: validation
      num_bytes: 870011
      num_examples: 3397
    - name: test
      num_bytes: 1905432
      num_examples: 6633
  download_size: 5206234
  dataset_size: 5326788

Dataset Card for MENYO-20k

Table of Contents

• Dataset Description
  • Dataset Summary
  • Supported Tasks and Leaderboards
  • Languages
• Dataset Structure
  • Data Instances
  • Data Fields
  • Data Splits
• Dataset Creation
  • Curation Rationale
  • Source Data
  • Annotations
  • 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
  • Contributions

Dataset Description

• Homepage: Homepage for Menyo-20k
• Repository:Github Repo
• Paper: African NLP 2021
• Leaderboard:
• Point of Contact:

Dataset Summary

MENYO-20k is a multi-domain parallel dataset with texts obtained from news articles, ted talks, movie transcripts, radio transcripts, science and technology texts, and other short articles curated from the web and professional translators. The dataset has 20,100 parallel sentences split into 10,070 training sentences, 3,397 development sentences, and 6,633 test sentences (3,419 multi-domain, 1,714 news domain, and 1,500 ted talks speech transcript domain)

Supported Tasks and Leaderboards

[More Information Needed]

Languages

Languages are English and YOruba

Dataset Structure

Data Instances

The data consists of tab seperated entries

{'translation':
  {'en': 'Unit 1: What is Creative Commons?',
  'yo': 'Ìdá 1: Kín ni Creative Commons?'
  }
}

Data Fields

• en: English sentence
• yo: Yoruba sentence

Data Splits

Training, Validation and Test datasets are available.

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

The dataset is open but for non-commercial use because some of the data sources like Ted talks and JW news requires permission for commercial use.

Citation Information

@dataset{david_ifeoluwa_adelani_2020_4297448,
  author       = {David Ifeoluwa Adelani and
                  Jesujoba O. Alabi and
                  Damilola Adebonojo and
                  Adesina Ayeni and
                  Mofe Adeyemi and
                  Ayodele Awokoya},
  title        = {{MENYO-20k: A Multi-domain English - Yorùbá Corpus
                   for Machine Translation}},
  month        = nov,
  year         = 2020,
  publisher    = {Zenodo},
  version      = {1.0},
  doi          = {10.5281/zenodo.4297448},
  url          = {https://doi.org/10.5281/zenodo.4297448}
}

Contributions

Thanks to @yvonnegitau for adding this dataset.