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Datasets:
FrancophonIA
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CoFiF

Tasks:
Fill-Mask
Modalities:
Text
Formats:
text
Languages:
French
Size:
10M - 100M
Libraries:
Datasets
License:
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metadata
language:
  - fra
license:
  - cc-by-nc-4.0
multilinguality:
  - monolingual
source_datasets:
  - original
task_categories:
  - fill-mask
size_categories:
  - 10M<n<100M

Dataset origin: https://github.com/CoFiF/Corpus

Dataset Card for CoFiF

Dataset Description

Dataset Summary

CoFiF is the first corpus comprising company reports in the French language. It contains over 188 million tokens in 2655 reports, covering four types of documents:

  • Reference documents (documents de référence) published annually, usually in the months following the end of the calendar year, and contain information regarding the financial situation and perspectives of a company
  • aragnual report (résultats annuels) which summarises a company’s business and activities throughout the previous year
  • smoemestrial (résultats semestriels): similar to annual reports in content but published every 6 months
  • turimestrial reports (résultats trimestriels): similar to annual reports but published every 3 months

These documents are collected from the 60 largest French companies listed in France’s main stock indices CAC40 and CAC Next 20. The corpus spans over 20 years, ranging from 1995 to 2018.

Supported Tasks and Leaderboards

Language modeling : can be used to train a French model (CamemBERT, FlauBERT, BARTHez, etc.) on data of financial types

Languages

French

Dataset Structure

Raw text

Dataset Creation

Curation Rationale

No French language datasets related to finance were available.

Source Data

  • Reference documents (documents de référence) published annually, usually in the months following the end of the calendar year, and contain information regarding the financial situation and perspectives of a company
  • annual report (résultats annuels) which summarises a company’s business and activities throughout the previous year
  • semestrial (résultats semestriels): similar to annual reports in content but published every 6 months
  • trimestrial reports (résultats trimestriels): similar to annual reports but published every 3 months

These documents are collected from the 60 largest French companies listed in France’s main stock indices CAC40 and CAC Next 20. The corpus spans over 20 years, ranging from 1995 to 2018.

Initial Data Collection and Normalization

The authors have done a cleanup but have not detailed it in their publication or on their GitHub directory.

Who are the source language producers?

Public administrative reports written by humans.

Annotations

No annotations.

Additional Information

Dataset Curators

This publication has emanated from research conducted with the financial support of Science Foundation Ireland (SFI) under Grant Number SFI/12/RC/2289, co-funded by the European Regional Development Fund.

Licensing Information

The authors of the publication (Tobias Daudert and Sina Ahmadi) do not acknowledge any third party, so it appears that they were the only ones involved in the data collection.

This corpus is openly available for non-commercial use under the Attribution-NonCommercial-ShareAlike 4.0 International.

Citation Information

If you're using CoFiF in your researches, please don't forget to cite this paper:

@inproceedings{daudert-ahmadi-2019-cofif,
    title = "{C}o{F}i{F}: A Corpus of Financial Reports in {F}rench Language",
    author = "Daudert, Tobias  and Ahmadi, Sina",
    booktitle = "Proceedings of the First Workshop on Financial Technology and Natural Language Processing",
    month = "12 " # aug,
    year = "2019",
    address = "Macao, China",
    url = "https://www.aclweb.org/anthology/W19-5504",
    pages = "21--26",
}