Detection of cyberbullying patterns in low resource colloquial Roman Urdu microtext using natural language processing, machine learning, and ensemble techniques

A Dewani, MA Memon, S Bhatti, A Sulaiman, M Hamdi… - Applied Sciences, 2023 - mdpi.com
Social media platforms have become a substratum for people to enunciate their opinions
and ideas across the globe. Due to anonymity preservation and freedom of expression, it is …

Artificial intelligence exceeds humans in epidemiological job coding

MA Langezaal, EL van Den Broek, S Peters… - Communications …, 2023 - nature.com
Background Work circumstances can substantially negatively impact health. To explore this,
large occupational cohorts of free-text job descriptions are manually coded and linked to …

[HTML][HTML] Arabic sentiment analysis using GCL-based architectures and a customized regularization function

M Mhamed, R Sutcliffe, X Sun, J Feng… - Engineering Science and …, 2023 - Elsevier
Sentiment analysis aims to extract emotions from textual data; with the proliferation of
various social media platforms and the flow of data, particularly in the Arabic language …

Fusing domain-specific content from large language models into knowledge graphs for enhanced zero shot object state classification

F Gouidis, K Papantoniou, K Papoutsakis… - Proceedings of the …, 2024 - ojs.aaai.org
Abstract Domain-specific knowledge can significantly contribute to addressing a wide variety
of vision tasks. However, the generation of such knowledge entails considerable human …

A word embedding trained on South African news data

MC Mafunda, M Schuld, K Durrheim… - The African Journal of …, 2022 - journals.co.za
This article presents results from a study that developed and tested a word embedding
trained on a dataset of South African news articles. A word embedding is an algorithm …

Automatic Spell Checker and Correction for Under-represented Spoken Languages: Case Study on Wolof

TI Cissé, F Sadat - arxiv preprint arxiv:2305.12694, 2023 - arxiv.org
This paper presents a spell checker and correction tool specifically designed for Wolof, an
under-represented spoken language in Africa. The proposed spell checker leverages a …

An investigation into different text representations to train an artificial immune network for clustering texts

MA Ferraria, VA Ferraria, LN de Castro - 2023 - reunir.unir.net
Extracting knowledge from text data is a complex task that is usually performed by first
structuring the texts and then applying machine learning algorithms, or by using specific …

PESTS: Persian_English cross lingual corpus for semantic textual similarity

M Abdous, P Piroozfar, B MinaeiBidgoli - Language Resources and …, 2024 - Springer
In recent years, there has been significant research interest in the subtask of natural
language processing called semantic textual similarity. Measuring semantic similarity …

Original Research Article Impact of Selective median filter on dental caries classification system using deep learning models

LM Leo, TK Reddy, AJ Simla - Journal of Autonomous Intelligence, 2023 - jai.front-sci.com
Accurate classification of dental caries is crucial for effective oral healthcare. Filters help to
increase exposure of the picture taken for the investigation without degrading image quality …

Twitter-Sentiment Analysis of Moroccan Diabetic: A Comparison Study

R Mohammed, EM Karim, B Elkari, A Hammouni… - … Conference On Big …, 2024 - Springer
Sentiment analysis of Moroccan diabetic based on social media (ex. Twitter) discussions
give coaches necessary knowledge to understand deeply the life style of diabetic people so …