Deep Learning-Based Short Text Summarization: An Integrated BERT and Transformer Encoder–Decoder Approach

Deep Learning-Based Short Text Summarization: An Integrated BERT and Transformer Encoder–Decoder Approach

The field of text summarization has evolved from basic extractive methods that identify key sentences to sophisticated abstractive techniques that generate contextually meaningful summaries. In today’s digital landscape, where an immense volume of textual data is produced every day, the need for con...

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Bibliographic Details
Main Authors: Fahd A. Ghanem, M. C. Padma, Hudhaifa M. Abdulwahab, Ramez Alkhatib
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Computation
Subjects:
attention mechanism
BERT
deep learning
short text summarization
transformer-based encoder–decoder
Twitter summarization
Online Access:https://www.mdpi.com/2079-3197/13/4/96
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