Advanced Text Summarization Model Incorporating NLP Techniques and Feature-Based Scoring

The most common traditional approaches to summarizing large texts while retaining their importance are TF-IDF and TextRank. However, these methods often fail to retain narrative coherence and accuracy. This study’s improved summarization methodology overcomes these limitations by combinin...

Full description

Bibliographic Details

Published in:	IEEE Access
Main Authors:	Estabraq Abdulreda Kadhim, Mohammad-Reza Feizi-Derakhshi, Hadi S. Aghdasi
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Extractive text summarization sentences scoring weighted features BBC-news dataset rouge metric BERTScore metric
Online Access:	https://ieeexplore.ieee.org/document/10838534/