Large scale summarization using ensemble prompts and in context learning approaches

Large scale summarization using ensemble prompts and in context learning approaches

Abstract The field of Information Assurance (IA) and Cybersecurity has seen substantial evolution, driven by advancements in technology and the increasing sophistication of threats in the digital age. This study employs Large Language Models (LLMs), as well as other advanced NLP techniques, to condu...

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Bibliographic Details
Main Authors: Andrés Leiva-Araos, Bady Gana, Héctor Allende-Cid, José García, Manob Jyoti Saikia
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Information assurance
Cybersecurity trends
Systematic topic review
Large language models
Natural language processing (NLP)
Automatic summarization
Online Access:https://doi.org/10.1038/s41598-025-94551-8
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https://doi.org/10.1038/s41598-025-94551-8

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