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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Pradeepa Sampath

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Review Open access Jul 2026

Efficient Extractive Text Summarization Using BiLSTM, Hypergraph, and Dominating Set Property

The proposed framework using Bidirectional Long Short-Term Memory with a hypergraph and a dominating set mechanism proves to be an efficient approach to automatic summarization and has the potential to be applied in journalism, healthcare, legal analysis, and digital content management.

Pradeepa Sampath, S. Subashini, V. Shanmuganathan et al. · 0 citations