README.md

metadata

annotations_creators:
  - machine-generated
language_creators:
  - found
languages:
  - fr-FR
  - fr
licenses:
  - unknown
multilinguality:
  - monolingual
pretty_name: COVID-19 - French News Dataset
size_categories:
  - 10K<n<100K
source_datasets:
  - original
task_categories:
  - text-classification
  - sequence-modeling
  - conditional-text-generation
task_ids:
  - topic-classification
  - multi-label-classification
  - multi-class-classification
  - language-modeling
  - summarization
  - other-stuctured-to-text

Dataset Card for COVID-19 - French News Dataset

Table of Contents

• 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:
• Repository:
• Paper:
• Leaderboard:
• Point of Contact:

Dataset Summary

The Covid-19 French News Dataset is a French-language dataset containing just over 40k unique news articles from more than 50 different French-speaking online newspapers. The current version supports abstractive summarization and topic classification.

Supported Tasks and Leaderboards

Abstractive summarization, topic classification.

Languages

The text in the dataset is in French.

Dataset Structure

Data Instances

[More Information Needed]

Data Fields

• title: a string feature.
• description: a string feature.
• text: a string feature.
• domain: a string feature.
• url: a string feature.
• labels: a string feature.

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]

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

The data was originally collected by Gustave Cortal.

Licensing Information

Usage of dataset is restricted to non-commercial research purposes only.

Citation Information

@dataset{fr_covid_news,
  author = {Gustave Cortal},
  year = {2022},
  title = {COVID-19 - French News Dataset},
  url = {https://www.gustavecortal.com}
}

Contributions

@gustavecortal