Text summarization based on semantic graphs: an abstract meaning representation graph-to-text deep learning approach

Abstract Nowadays, due to the constantly growing amount of textual information, automatic text summarization constitutes an important research area in natural language processing. In this work, we present a novel framework that combines semantic graph representations along with deep learning predict...

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Bibliographic Details
Main Authors: Panagiotis Kouris, Georgios Alexandridis, Andreas Stafylopatis
Format: Article
Language:English
Published: SpringerOpen 2024-07-01
Series:Journal of Big Data
Subjects:
Online Access:https://doi.org/10.1186/s40537-024-00950-5