[HTML][HTML] A comprehensive study of ChatGPT: advancements, limitations, and ethical considerations in natural language processing and cybersecurity

M Alawida, S Mejri, A Mehmood, B Chikhaoui… - Information, 2023 - mdpi.com
This paper presents an in-depth study of ChatGPT, a state-of-the-art language model that is
revolutionizing generative text. We provide a comprehensive analysis of its architecture …

Music deep learning: deep learning methods for music signal processing—a review of the state-of-the-art

L Moysis, LA Iliadis, SP Sotiroudis, AD Boursianis… - Ieee …, 2023 - ieeexplore.ieee.org
The discipline of Deep Learning has been recognized for its strong computational tools,
which have been extensively used in data and signal processing, with innumerable …

[HTML][HTML] The impact of synthetic text generation for sentiment analysis using GAN based models

AS Imran, R Yang, Z Kastrati, SM Daudpota… - Egyptian Informatics …, 2022 - Elsevier
Data imbalance in datasets is a common issue where the number of instances in one or
more categories far exceeds the others, so is the case with the educational domain …

[HTML][HTML] Mitigating Class Imbalance in Sentiment Analysis through GPT-3-Generated Synthetic Sentences

C Suhaeni, HS Yong - Applied Sciences, 2023 - mdpi.com
In this paper, we explore the effectiveness of the GPT-3 model in tackling imbalanced
sentiment analysis, focusing on the Coursera online course review dataset that exhibits high …

[HTML][HTML] Improving news headline text generation quality through frequent POS-Tag patterns analysis

N Fatima, SM Daudpota, Z Kastrati, AS Imran… - … Applications of Artificial …, 2023 - Elsevier
Original synthetic content writing is one of the human abilities that algorithms aspire to
emulate. The advent of sophisticated algorithms, especially based on neural networks has …

Urdu speech and text based sentiment analyzer

W Ahmad, M Edalati - arXiv preprint arXiv:2207.09163, 2022 - arxiv.org
Discovering what other people think has always been a key aspect of our information-
gathering strategy. People can now actively utilize information technology to seek out and …

Sentiment analysis on electricity Twitter posts

P Kaur, M Edalati - arXiv preprint arXiv:2206.05042, 2022 - arxiv.org
In today's world, everyone is expressive in some way, and the focus of this project is on
people's opinions about rising electricity prices in United Kingdom and India using data from …

[HTML][HTML] Revealing People's Sentiment in Natural Italian Language Sentences

A Calvagna, E Tramontana, G Verga - Computers, 2023 - mdpi.com
Social network systems are constantly fed with text messages. While this enables rapid
communication and global awareness, some messages could be aptly made to hurt or …

Synthetic text detection: Systemic literature review

J Guerrero, I Alsmadi - arXiv preprint arXiv:2210.06336, 2022 - arxiv.org
Within the text analysis and processing fields, generated text attacks have been made easier
to create than ever before. To combat these attacks open sourcing models and datasets …

Usability Analysis of Text Generation by ChatGPT OpenAI Using System Usability Scale Method

AP Mulia, PR Piri, C Tho - Procedia Computer Science, 2023 - Elsevier
The development of artificial intelligence systems has resulted in various AI products
including ChatGPT, which is a new product classified as a chatbot. This research aims to …