# Multilingual Summarization

PEGASUS-XSum is a pre-trained text summarization model based on the PEGASUS architecture, specifically optimized for extreme summarization (XSum) tasks.

mBART-large-50 is a multilingual sequence-to-sequence model supporting text summarization and generation tasks in 50 languages.

A multilingual summarization model based on the mT5 architecture, supporting 45 languages, fine-tuned on the XL-Sum dataset.

This is an mT5-small model fine-tuned on a multilingual Amazon review dataset, specifically designed for generating product review summaries in English and German.

A multilingual text summarization model fine-tuned based on Llama 3.1, supporting English, Spanish, and Chinese, utilizing an optimized Transformer architecture and enhanced output through RLHF technology.

This is a multilingual, long-text (supports up to 16k input tokens) abstractive summarization model. Trained on the sumstew dataset, it can generate titles and summaries for given input documents.

A summarization model based on the Long-T5 architecture, supporting multilingual text summarization tasks.

PISCES is a pretrained multilingual summarization model that acquires language modeling, cross-lingual capability, and summarization skills through a three-stage pretraining process.

An mT5 many-to-one model fine-tuned on the CrossSum dataset, capable of summarizing texts written in multiple languages into Chinese (Simplified)

CaPE is a contrastive parameter ensemble method designed to reduce hallucination in abstractive summarization.

A multilingual summarization model based on the mT5 architecture that can summarize texts in multiple languages into Russian

A fine-tuned mT5 many-to-one summarization model based on the CrossSum dataset, supporting summarization of multilingual texts into Hindi

A multilingual summarization model fine-tuned on the CrossSum dataset, supporting cross-lingual summarization across 45 languages

This model is a French text summarization model based on the CamemBERT architecture, specifically fine-tuned for French news summarization tasks.

A multilingual summarization model based on the mT5 architecture, capable of summarizing text in multiple languages into English