Deep learning based abstractive text summarization: approaches, datasets, evaluation measures, and challenges

D Suleiman, A Awajan - Mathematical problems in engineering, 2020 - Wiley Online Library
In recent years, the volume of textual data has rapidly increased, which has generated a
valuable resource for extracting and analysing information. To retrieve useful knowledge …

Deep learning based extractive text summarization: approaches, datasets and evaluation measures

D Suleiman, AA Awajan - 2019 Sixth International Conference …, 2019 - ieeexplore.ieee.org
Recently, the number of online documents witness huge increase in volume. Thus, these
documents need to be summarized in order to be effective. This paper reviews the most …

Multilayer encoder and single-layer decoder for abstractive Arabic text summarization

D Suleiman, A Awajan - Knowledge-Based Systems, 2022 - Elsevier
In this paper, an abstractive Arabic text summarization model that is based on sequence-to-
sequence recurrent neural networks is proposed. It consists of a multilayer encoder and …

Altibbivec: a word embedding model for medical and health applications in the Arabic language

M Habib, M Faris, A Alomari, H Faris - IEEE Access, 2021 - ieeexplore.ieee.org
In recent years, the utilization of natural language processing (NLP) and Machine Learning
(ML) techniques in clinical decision support systems have shown their ability in improving …

[HTML][HTML] TAAM: Topic-aware abstractive arabic text summarisation using deep recurrent neural networks

D Alahmadi, A Wali, S Alzahrani - … of King Saud University-Computer and …, 2022 - Elsevier
Abstractive text summarisation is essential to producing natural language summaries with
main ideas from large text documents. Despite the success of English language-based …

SemG-TS: Abstractive arabic text summarization using semantic graph embedding

W Etaiwi, A Awajan - Mathematics, 2022 - mdpi.com
This study proposes a novel semantic graph embedding-based abstractive text
summarization technique for the Arabic language, namely SemG-TS. SemG-TS employs a …

[PDF][PDF] Different valuable tools for Arabic sentiment analysis: a comparative evaluation.

Y Zahidi, Y El Younoussi, Y Al-Amrani - International Journal of Electrical …, 2021 - core.ac.uk
Arabic Natural language processing (ANLP) is a subfield of artificial intelligence (AI) that
tries to build various applications in the Arabic language like Arabic sentiment analysis …

Deft: A novel deep framework for fuzz testing performance evaluation in nextg vulnerability detection

Y Peng, X Li, S Arya, Y Wang - IEEE Access, 2023 - ieeexplore.ieee.org
As the evolution of wireless communications advances rapidly, the next-generation (NextG)
networks have undeniably become integral components of modern society. However, given …

Airline service quality evaluation based on customer review using machine learning approach and sentiment analysis

W Jeon, Y Lee, Y Geum - Journal of Society for e-Business Studies, 2022 - jsebs.org
The airline industry faces with significant competition due to the rise of technology
innovation and diversified customer needs. Therefore, continuous quality management is …

[PDF][PDF] Analyzing Arabic Twitter-Based Patient Experience Sentiments Using Multi-Dialect Arabic Bidirectional Encoder Representations from Transformers.

S AlMuhaideb, Y AlNegheimish… - … Materials & Continua, 2023 - cdn.techscience.cn
Healthcare organizations rely on patients' feedback and experiences to evaluate their
performance and services, thereby allowing such organizations to improve inadequate …