ChatGPT as a Text Annotation Tool to Evaluate Sentiment Analysis on South African Financial Institutions

M Mathebula, A Modupe, V Marivate - IEEE Access, 2024 - ieeexplore.ieee.org
Social media platforms play a significant role in analyzing customer perceptions of financial
products and services in today's culture. These platforms facilitate the immediate and in …

[HTML][HTML] Fine-Tuning Retrieval-Augmented Generation with an Auto-Regressive Language Model for Sentiment Analysis in Financial Reviews

M Mathebula, A Modupe, V Marivate - Applied Sciences, 2024 - mdpi.com
Sentiment analysis is a well-known task that has been used to analyse customer feedback
reviews and media headlines to detect the sentimental personality or polarisation of a given …

A Transformer-Based Approach to Authorship Attribution in Classical Arabic Texts

FM AlZahrani, M Al-Yahya - Applied Sciences, 2023 - mdpi.com
Authorship attribution (AA) is a field of natural language processing that aims to attribute text
to its author. Although the literature includes several studies on Arabic AA in general …

Authorship Attribution in Less-Resourced Languages: A Hybrid Transformer Approach for Romanian

M Nitu, M Dascalu - Applied Sciences, 2024 - mdpi.com
Authorship attribution for less-resourced languages like Romanian, characterized by the
scarcity of large, annotated datasets and the limited number of available NLP tools, poses …

Integrating Bidirectional Long Short-Term Memory with Subword Embedding for Authorship Attribution

A Modupe, T Celik, V Marivate… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The problem of unveiling the author of a given text document from multiple candidate
authors is called authorship attribution. Manifold word-based stylistic markers have been …

Authorship Attribution for English Short Texts

T Alsanoosy, B Shalbi, A Noor - Engineering, Technology & Applied …, 2024 - etasr.com
Internet and social media explosive growth has led to the rapid and widespread
dissemination of information, which often takes place anonymously. This anonymity has …

Deep Learning-based Method for Enhancing the Detection of Arabic Authorship Attribution using Acoustic and Textual-based Features

M Al-Sarem, F Saeed, SN Qasem… - … Journal of Advanced …, 2023 - open-access.bcu.ac.uk
Authorship attribution (AA) is defined as the identification of the original author of an unseen
text. It is found that the style of the author's writing can change from one topic to another, but …

[PDF][PDF] Regularized Deep Neural Network for Post-Authorship Attribution

A Modupe - 2024 - wiredspace.wits.ac.za
Post-authorship attribution is the computational process of determining the legitimate author
of an online text snippet, such as an email, blog, forum post, or chat log, by employing …

[PDF][PDF] Evolving Landscape of Authorship Attribution in Digital Texts

R Sowmiya, B Lavanya - musikinbayern.com
In the changing internet landscape, the guarantee that a message genuinely originates from
its purported sender is highly in question. Authorship of any digital textual content is to be …