Sentiment analysis using deep learning architectures: a review

A Yadav, DK Vishwakarma - Artificial Intelligence Review, 2020 - Springer
Social media is a powerful source of communication among people to share their sentiments
in the form of opinions and views about any topic or article, which results in an enormous …

A review of hybrid and ensemble in deep learning for natural language processing

J Jia, W Liang, Y Liang - arxiv preprint arxiv:2312.05589, 2023 - arxiv.org
This review presents a comprehensive exploration of hybrid and ensemble deep learning
models within Natural Language Processing (NLP), shedding light on their transformative …

Survey on sentiment analysis: evolution of research methods and topics

J Cui, Z Wang, SB Ho, E Cambria - Artificial Intelligence Review, 2023 - Springer
Sentiment analysis, one of the research hotspots in the natural language processing field,
has attracted the attention of researchers, and research papers on the field are increasingly …

Implications of COVID-19 pandemic on the global trade networks

CT Vidya, KP Prabheesh - Research on Pandemics, 2021 - taylorfrancis.com
This article measures the trade interconnectedness among countries before and after the
COVID-19 outbreak, and forecasts the future direction of trade. Using Trade Network …

Issues and challenges of aspect-based sentiment analysis: A comprehensive survey

A Nazir, Y Rao, L Wu, L Sun - IEEE Transactions on Affective …, 2020 - ieeexplore.ieee.org
The domain of Aspect-based Sentiment Analysis, in which aspects are extracted, their
sentiments are analysed and sentiments are evolved over time, is getting much attention …

Arabic text classification using deep learning models

A Elnagar, R Al-Debsi, O Einea - Information Processing & Management, 2020 - Elsevier
Text classification or categorization is the process of automatically tagging a textual
document with most relevant labels or categories. When the number of labels is restricted to …

A hybrid CNN-LSTM model for improving accuracy of movie reviews sentiment analysis

AU Rehman, AK Malik, B Raza, W Ali - Multimedia Tools and Applications, 2019 - Springer
Nowadays, social media has become a tremendous source of acquiring user's opinions.
With the advancement of technology and sophistication of the internet, a huge amount of …

A review of sentiment analysis research in Arabic language

O Oueslati, E Cambria, MB HajHmida… - Future Generation …, 2020 - Elsevier
Sentiment analysis is a task of natural language processing that has recently attracted
increasing attention. However, sentiment analysis research has mainly been carried out for …

Deep learning CNN–LSTM framework for Arabic sentiment analysis using textual information shared in social networks

AH Ombabi, W Ouarda, AM Alimi - Social Network Analysis and Mining, 2020 - Springer
Recently, the world has witnessed an exponential growth of social networks which have
opened a venue for online users to express and share their opinions in different life aspects …

A hybrid CNN-LSTM: A deep learning approach for consumer sentiment analysis using qualitative user-generated contents

PK Jain, V Saravanan, R Pamula - Transactions on Asian and Low …, 2021 - dl.acm.org
With the fastest growth of information and communication technology (ICT), the availability of
web content on social media platforms is increasing day by day. Sentiment analysis from …