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README.md
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# Dataset KID-FR: Documents d'Informations Clés Financiers en Français
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Ce dataset contient une collection de Documents d'Informations Clés (KID - Key Information Documents) financiers en français. Il est conçu pour l'entraînement de modèles de vision par ordinateur et de traitement du langage naturel dans le domaine financier.
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## Contenu
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Le dataset se compose de documents financiers structurés comprenant :
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- Des images de documents financiers
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- Le texte extrait de ces documents
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- Des métadonnées associées (ID du document, langue, source, numéro de page)
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- Une requête standardisée pour l'analyse du document
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## Structure
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Chaque entrée du dataset contient :
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- `image` : Chemin vers l'image du document
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- `text` : Texte extrait du document, structuré en sections (Analyse, Éléments Clés, Risques, etc.)
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- `metadata` : Informations sur le document (ID, langue, source, numéro de page)
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- `query` : Requête standard pour l'analyse du document
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## Utilisation
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Ce dataset est particulièrement utile pour :
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- L'entraînement de modèles de vision par ordinateur sur des documents financiers
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- L'extraction d'informations à partir de documents financiers
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- La génération de résumés de documents financiers
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- L'analyse automatique de documents d'information clés
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## Format
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Les données sont stockées au format JSON, avec la structure suivante :
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```json
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{
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"image": "chemin/vers/image.jpg",
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"text": "contenu textuel du document...",
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"metadata": {
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"document_id": "ID_DOCUMENT",
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"language": "fr",
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"source": "source_du_document",
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"page_number": 1
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},
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"query": "Analyse cette image de document financier et extrais toutes les informations clés en suivant le format spécifié."
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}
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```
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## Licence
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Ce dataset est distribué sous la licence MIT.
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## Citation
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Si vous utilisez ce dataset dans vos travaux, merci de le citer comme suit :
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```
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@dataset{kid-fr,
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title={Dataset KID-FR: Documents d'Informations Clés Financiers en Français},
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author={Martial Roberge},
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year={2024},
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publisher={Hugging Face},
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url={https://huggingface.co/datasets/Marsouuu/dataset-kid-fr}
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}
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```
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license: mit
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language:
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- fr
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tags:
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- financial-documents
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- vision-language
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- dataset
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task_categories:
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- text-to-image
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- image-to-text
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