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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Autors principals:	Fahd A. Ghanem, M. C. Padma, Hudhaifa M. Abdulwahab, Ramez Alkhatib
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2025-04-01
Col·lecció:	Computation
Matèries:	attention mechanism BERT deep learning short text summarization transformer-based encoder–decoder Twitter summarization
Accés en línia:	https://www.mdpi.com/2079-3197/13/4/96
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