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Mbart Summarization Fanpage

Developed by ARTeLab
An Italian abstractive summarization model fine-tuned on the Fanpage dataset based on mBART-large
Downloads 30
Release Time : 3/2/2022

Model Overview

This model is specifically designed for Italian text abstractive summarization tasks, fine-tuned on the Fanpage news dataset using Facebook's mBART-large architecture.

Model Features

Italian language optimization
Specially fine-tuned for Italian text summarization tasks
Multilingual pretraining foundation
Based on the mBART-large model supporting 25 languages
Academic validation
Related research findings have been published in the Information journal

Model Capabilities

Italian text comprehension
Abstractive summarization generation
Long text compression

Use Cases

News media
News article summarization
Generating concise summaries for long articles on Italian news websites
Rouge1 score reached 36.5
Content analysis
Document key information extraction
Extracting core content from Italian documents
Average generation length of 75 words
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