Systematic reviews in sentiment analysis: a tertiary study

A Ligthart, C Catal, B Tekinerdogan - Artificial intelligence review, 2021 - Springer
With advanced digitalisation, we can observe a massive increase of user-generated content
on the web that provides opinions of people on different subjects. Sentiment analysis is the …

State of the art: a review of sentiment analysis based on sequential transfer learning

JYL Chan, KT Bea, SMH Leow, SW Phoong… - Artificial Intelligence …, 2023 - Springer
Recently, sequential transfer learning emerged as a modern technique for applying the
“pretrain then fine-tune” paradigm to leverage existing knowledge to improve the …

Sentiment analysis of public services for smart society: Literature review and future research directions

S Verma - Government Information Quarterly, 2022 - Elsevier
Businesses use sentiment analysis for market insights to improve performance. Sentiment
analysis application in building a smart society is immense, and there is a need to delineate …

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

K Bu, Y Liu, X Ju - Knowledge-Based Systems, 2024 - 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 …

Deep learning in sentiment analysis: Recent architectures

T Abdullah, A Ahmet - ACM Computing Surveys, 2022 - dl.acm.org
Humans are increasingly integrated with devices that enable the collection of vast
unstructured opinionated data. Accurately analysing subjective information from this data is …

Exploring public response to ChatGPT with sentiment analysis and knowledge map**

J Zhou, Z Liang, Y Fang, Z Zhou - IEEE Access, 2024 - ieeexplore.ieee.org
Information about artificial intelligence generated content (AIGC) has attracted great
attention from the public. ChatGPT has gained attention from many countries due to its …

Sarcasm detection using soft attention-based bidirectional long short-term memory model with convolution network

A Kumar, SR Sangwan, A Arora, A Nayyar… - IEEE …, 2019 - ieeexplore.ieee.org
A large community of research has been developed in recent years to analyze social media
and social networks, with the aim of understanding, discovering insights, and exploiting the …

A comprehensive survey of arabic sentiment analysis

M Al-Ayyoub, AA Khamaiseh, Y Jararweh… - Information processing & …, 2019 - Elsevier
Sentiment analysis (SA) is a continuing field of research that lies at the intersection of many
fields such as data mining, natural language processing and machine learning. It is …

Aspect-based sentiment analysis of drug reviews applying cross-domain and cross-data learning

F Gräßer, S Kallumadi, H Malberg… - Proceedings of the 2018 …, 2018 - dl.acm.org
Online review sites and opinion forums contain a wealth of information regarding user
preferences and experiences over multiple product domains. This information can be …

A comprehensive survey on deep learning-based approaches for multimodal sentiment analysis

A Ghorbanali, MK Sohrabi - Artificial Intelligence Review, 2023 - Springer
Sentiment analysis is an important natural language processing issue that has many
applications in various fields. The increasing popularity of social networks and growth and …