A two-stage fine-tuning method for low-resource cross-lingual summarization

A two-stage fine-tuning method for low-resource cross-lingual summarization

Cross-lingual summarization (CLS) is the task of condensing lengthy source language text into a concise summary in a target language. This presents a dual challenge, demanding both cross-language semantic understanding (i.e., semantic alignment) and effective information compression capabilities. Tr...

Full description

Bibliographic Details
Main Authors: Kaixiong Zhang, Yongbing Zhang, Zhengtao Yu, Yuxin Huang, Kaiwen Tan
Format: Article
Language:English
Published: AIMS Press 2024-01-01
Series:Mathematical Biosciences and Engineering
Subjects:
cross-lingual
low-resource
summarization
fine-tuning
Online Access:https://aimspress.com/article/doi/10.3934/mbe.2024047?viewType=HTML

Internet

https://aimspress.com/article/doi/10.3934/mbe.2024047?viewType=HTML

Similar Items