A novel unsupervised fine-tuning method for text summarization, and highlighting the limitations of ROUGE score

The limited availability of datasets for text summarization tasks and their similar characteristics (e.g. news articles) make it crucial to focus on unsupervised learning techniques to enable summarization across different domains. Moreover, since summarization produces text output, effective method...

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Bibliographic Details
Main Authors: Ala Alam Falaki, Robin Gras
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Machine Learning with Applications
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666827025000490
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