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Unified extractive-abstractive summarization: a hybrid approach utilizing BERT and transformer models for enhanced document summarization

With the exponential proliferation of digital documents, there arises a pressing need for automated document summarization (ADS). Summarization, a compression technique, condenses a source document into concise sentences that encapsulate its salient information for summary generation. A primary chal...

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Hlavní autoři: Divya S., Sripriya N., J. Andrew, Manuel Mazzara
Médium: Artigo
Jazyk:Inglês
Vydáno: PeerJ Inc. 2024-11-01
Edice:PeerJ Computer Science
Témata:
Document summarization
BERT
CNN
Transformer models
Abstractive summarization
On-line přístup:https://peerj.com/articles/cs-2424.pdf
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