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Randeng Pegasus 238M Summary Chinese

Developed by IDEA-CCNL
A specialized Chinese version of PAGASUS-base optimized for Chinese text summarization tasks, fine-tuned on multiple Chinese summarization datasets
Downloads 1,222
Release Time : 7/1/2022

Model Overview

A Chinese text summarization model based on the PEGASUS architecture, fine-tuned on 7 Chinese domain summarization datasets, suitable for generating concise and accurate text summaries

Model Features

Multi-domain Fine-tuning
Fine-tuned on 7 different domain Chinese summarization datasets (approximately 4 million samples), covering education, news, microblogs, and other fields
High-performance Summarization
Achieved an excellent ROUGE-1 score of 43.46 on the LCSTS dataset
Based on PEGASUS Architecture
Utilizes a pre-training method based on gap-sentence generation for abstractive summarization, particularly suitable for summarization tasks

Model Capabilities

Chinese Text Summarization Generation
Multi-domain Text Understanding
Abstractive Summarization

Use Cases

News Media
News Summarization Generation
Automatically generates concise summaries for news articles
Performs well on the News2016 Chinese dataset
Social Media
Microblog Content Summarization
Generates short summaries for lengthy microblog posts
Optimized for microblog domain datasets
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