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Article2kw Test1.2 Barthez Orangesum Title Finetuned For Summerization
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Article2kw Test1.2 Barthez Orangesum Title Finetuned For Summerization

Developed by bthomas
A fine-tuned text summarization model based on barthez-orangesum-title, supporting keyword summarization for French texts
Text Generation
Transformers
Open Source License:Apache-2.0#French Text Summarization#Keyword Generation#Low-resource Fine-tuning
Downloads 18
Release Time : 8/17/2022

Model Overview

This model is a fine-tuned text summarization model based on barthez-orangesum-title on an unknown dataset, primarily used for generating keyword summaries of French texts.

Model Features

French Text Summarization
Summarization generation capability specifically optimized for French texts
Keyword Extraction
Ability to extract key information from texts to generate concise summaries
Fine-tuning Optimization
Domain-specific fine-tuning based on pre-trained models to improve summarization quality

Model Capabilities

French Text Processing
Automatic Summarization Generation
Keyword Extraction

Use Cases

Content Summarization
News Article Summarization
Automatically generate key summaries of news articles
ROUGE-1 score 0.2902
Document Key Information Extraction
Extract core information points from long documents
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