A concise review on automatic text summarization

D Jani, N Patel, H Yadav, S Suthar, S Patel - Computational Intelligence in …, 2022 - Springer
Today, data is the most important thing humanity needs, thus understanding the linguistics of
such a large data is not practically possible so, text summarization is introduced as the …

Extractive text summarization using neural networks

A Sinha, A Yadav, A Gahlot - arXiv preprint arXiv:1802.10137, 2018 - arxiv.org
Text Summarization has been an extensively studied problem. Traditional approaches to
text summarization rely heavily on feature engineering. In contrast to this, we propose a fully …

Arabic single-document text summarization using particle swarm optimization algorithm

RZ Al-Abdallah, AT Al-Taani - Procedia Computer Science, 2017 - Elsevier
In this research, we propose the use of Particle Swarm Optimization (PSO) algorithm for the
extraction of summaries for single Arabic documents. The PSO approach is compared with …

Design of optimal search engine using text summarization through artificial intelligence techniques

K Sekaran, P Chandana, JRV Jeny… - TELKOMNIKA …, 2020 - telkomnika.uad.ac.id
Natural language processing is the trending topic in the latest research areas, which allows
the developers to create the human-computer interactions to come into existence. The …

Sentic computing for aspect-based opinion summarization using multi-head attention with feature pooled pointer generator network

A Kumar, S Seth, S Gupta, S Maini - Cognitive Computation, 2022 - Springer
Neural sequence to sequence models have achieved superlative performance in
summarizing text. But they tend to generate generic summaries that under-represent the …

[PDF][PDF] Literatur Review Terhadap Metode, Aplikasi dan Dataset Peringkasan Dokumen Teks Otomatis untuk Teks Berbahasa Indonesia

Y Yuliska, KU Syaliman - IT Journal Research and Development, 2020 - journal.uir.ac.id
Saat ini, kebutuhan akan mesin peringkas dokumen teks menjadi semakin nyata karena
semakin banyaknya informasi digital yang tersedia baik online maupun offline. Mesih …

Intelligent RFQ summarization using natural language processing, text mining, and machine learning techniques

AJC Trappey, AC Chang, CV Trappey… - Journal of Global …, 2022 - igi-global.com
Request for quotation (RFQ) is a lengthy document soliciting vendor products and services
according to rigid specifications. This research develops an integrated natural language …

Arabic text summarization using firefly algorithm

RZ Al-Abdallah, AT Al-Taani - 2019 amity international …, 2019 - ieeexplore.ieee.org
In this research, we propose the use of Firefly algorithm for the extraction of summaries of
single Arabic documents. The proposed approach is compared with two evolutionary …

Movie review summarization and sentiment analysis using rapidminer

AF Alsaqer, S Sasi - … Conference on Networks & Advances in …, 2017 - ieeexplore.ieee.org
Automatic text summarization is one of the important challenges of natural language tasks. It
will help the readers save time to get the important information from a lengthy document …

Extractive summarization of call transcripts

PK Biswas, A Iakubovich - IEEE Access, 2022 - ieeexplore.ieee.org
Automatic text summarization is one of the most challenging and interesting problems in
natural language processing (NLP). Text summarization is the process of extracting the most …