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Systematic reviews in sentiment analysis: a tertiary study
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 …
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
Recently, sequential transfer learning emerged as a modern technique for applying the
“pretrain then fine-tune” paradigm to leverage existing knowledge to improve 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 …
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 …
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 …
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 …
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 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 …
and social networks, with the aim of understanding, discovering insights, and exploiting the …
A comprehensive survey of arabic sentiment analysis
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 …
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
Online review sites and opinion forums contain a wealth of information regarding user
preferences and experiences over multiple product domains. This information can be …
preferences and experiences over multiple product domains. This information can be …
A comprehensive survey on deep learning-based approaches for multimodal sentiment analysis
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 …
applications in various fields. The increasing popularity of social networks and growth and …