Lexicon annotation in sentiment analysis for dialectal Arabic: Systematic review of current trends and future directions

SM Sherif, AH Alamoodi, OS Albahri, S Garfan… - Information Processing …, 2023 - Elsevier
Due to the vast volumes of newly streamed data on the Internet and social media, the use of
sentiment analysis (SA) to extract information and analyze people's opinions has become a …

Efficient utilization of pre-trained models: A review of sentiment analysis via prompt learning

K Bu, Y Liu, X Ju - Knowledge-Based Systems, 2023 - Elsevier
Sentiment analysis is one of the traditional well-known tasks in Natural Language
Processing (NLP) research. In recent years, Pre-trained Models (PMs) have become one of …

[HTML][HTML] Ensemble stacking model for sentiment analysis of Emirati and Arabic dialects

AA Al Shamsi, S Abdallah - Journal of King Saud University-Computer and …, 2023 - Elsevier
Sentiment analysis is the process of examining people's opinions and emotions towards
goods, services, organizations, individuals, and other things, through the use of textual data …

Investigation and prediction of users' sentiment toward food delivery apps applying machine learning approaches

MS Hossain, H Begum, MA Rouf… - Journal of Contemporary …, 2023 - emerald.com
Investigation and prediction of users' sentiment toward food delivery apps applying machine
learning approaches | Emerald Insight Books and journals Case studies Expert Briefings Open …

Aspect-based sentiment analysis on multi-domain reviews through word embedding

M Venu Gopalachari, S Gupta, S Rakesh… - Journal of Intelligent …, 2023 - degruyter.com
The finest resource for consumers to evaluate products is online product reviews, and
finding such reviews that are accurate and helpful can be difficult. These reviews may …

[HTML][HTML] Sentiment analysis methods, applications, and challenges: A systematic literature review

Y Mao, Q Liu, Y Zhang - Journal of King Saud University-Computer and …, 2024 - Elsevier
With the expansion of Internet-based applications, the number of comments shows
explosive growth. Analyzing the attitudes and emotions behind comments provides powerful …

A Systematic Review of Aspect-based Sentiment Analysis (ABSA): Domains, Methods, and Trends

P Denny, K Taskova, J Wicker - arXiv preprint arXiv:2311.10777, 2023 - arxiv.org
Aspect-based Sentiment Analysis (ABSA) is a type of fine-grained sentiment analysis (SA)
that identifies aspects and the associated opinions from a given text. In the digital era, ABSA …

[PDF][PDF] Computer and Information Sciences

AA Al Shamsi, S Abdallah - Journal of King Saud University …, 2023 - researchgate.net
abstract Sentiment analysis is the process of examining people's opinions and emotions
towards goods, services, organizations, individuals, and other things, through the use of …

Sentiment Analysis in Digital Spaces: An Overview of Reviews

LEM Ayravainen, J Hinds, BI Davidson - arXiv preprint arXiv:2310.19687, 2023 - arxiv.org
Sentiment analysis (SA) is commonly applied to digital textual data, revealing insight into
opinions and feelings. Many systematic reviews have summarized existing work, but often …

Sentiment Analysis of Arabic Dialects: A Review Study

A Habberrih, MA Abuzaraida - International Conference on Computing and …, 2023 - Springer
Arabic people use Arabic dialects on social media platforms to express their opinions and
connect. Due to the absence of standard rules or grammar, Arabic dialects are more …