TOMDS (Topic-Oriented Multi-Document Summarization): Enabling Personalized Customization of Multi-Document Summaries

TOMDS (Topic-Oriented Multi-Document Summarization): Enabling Personalized Customization of Multi-Document Summaries

In a multi-document summarization task, if the user can decide on the summary topic, the generated summary can better align with the reader’s specific needs and preferences. This paper addresses the issue of overly general content generation by common multi-document summarization models and proposes...

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Bibliographic Details
Main Authors: Xin Zhang, Qiyi Wei, Qing Song, Pengzhou Zhang
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Applied Sciences
Subjects:
multi-document summarization
topic-oriented
extractive
abstractive
attention mechanism
discourse analysis
Online Access:https://www.mdpi.com/2076-3417/14/5/1880

Internet

https://www.mdpi.com/2076-3417/14/5/1880

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