Cross-Lingual Summarization for Low-Resource Languages Using Multilingual Retrieval-Based In-Context Learning

Cross-Lingual Summarization for Low-Resource Languages Using Multilingual Retrieval-Based In-Context Learning

Cross-lingual summarization (XLS) involves generating a summary in one language from an article written in another language. XLS presents substantial hurdles due to the complex linguistic structures across languages and the challenges in transferring knowledge effectively between them. Although Larg...

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Bibliographic Details
Main Authors: Gyutae Park, Jeonghyun Park, Hwanhee Lee
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
cross-lingual summarization
multilingual retrieval
in-context learning
low-resource languages
large language models
Online Access:https://www.mdpi.com/2076-3417/15/14/7800
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