Comprehensive review and comparative analysis of transformer models in sentiment analysis

H Bashiri, H Naderi - Knowledge and Information Systems, 2024 - Springer
Sentiment analysis has become an important task in natural language processing because it
is used in many different areas. This paper gives a detailed review of sentiment analysis …

Sentimentgpt: Exploiting gpt for advanced sentiment analysis and its departure from current machine learning

K Kheiri, H Karimi - arXiv preprint arXiv:2307.10234, 2023 - arxiv.org
This study presents a thorough examination of various Generative Pretrained Transformer
(GPT) methodologies in sentiment analysis, specifically in the context of Task 4 on the …

Augmented intelligence in mental health care: sentiment analysis and emotion detection with health care perspective

A De, S Mishra - Augmented intelligence in healthcare: a pragmatic and …, 2022 - Springer
Sentiment analysis or opinion mining has become one of the fastest growing areas now.
Though the journey started since 1990s but huge outbreak of sentiment analysis occurred …

Leveraging Machine Translation to Enhance Sentiment Analysis on Multilingual Text

CF Ho, KL Chean, TM Lim - Proceedings of the 2024 13th International …, 2024 - dl.acm.org
This research investigates the complexity of sentiment analysis in the multilingual context of
Malaysia, where various languages, including English and Malay, are often intermixed …

Investigating The Role of Paraphrasing in Sentiment Analysis

CF Ho, QN Yue, TM Lim - Proceedings of the 2024 9th International …, 2024 - dl.acm.org
Sentiment analysis is one of the popular sub-fields of Natural Language Processing that
deals with extraction and classification of emotional contents embedded in text into either a …

Collection and sentiment analysis of twitter data on the political atmosphere

M Čišija, E Žunić, D Đonko - 2018 14th symposium on neural …, 2018 - ieeexplore.ieee.org
The past decade was marked, among other things, by the rapid growth of social networks.
These networks collect personal data about their users-their photographs, interests, friends …

Social media for brand image manipulation: an automotive industry applied approach

D Vagianos - Scientific Journal of the Military University of Land …, 2024 - yadda.icm.edu.pl
The paper illustrates how social media marketing and analytics can assist businesses in
achieving branding objectives by increasing their social media impact through advertising …