DepressionEmo: A novel dataset for multilabel classification of depression emotions

ABS Rahman, HT Ta, L Najjar, A Azadmanesh… - Journal of Affective …, 2024 - Elsevier
Emotions are integral to human social interactions, with diverse responses elicited by
various situational contexts. Particularly, the prevalence of negative emotional states has …

Overview of DA-VINCIS at IberLEF 2022: Detection of aggressive and violent incidents from social media in spanish

LJ Arellano, HJ Escalante, L Villaseñor Pineda… - 2022 - rua.ua.es
This paper presents the overview of the DA-VINCIS 2022 task, organized at IberLEF 2023
and co-located with the 38th International Conference of the Spanish Society for Natural …

Social media manipulation awareness through deep learning based disinformation generation

C Maathuis, I Kerkhof - International …, 2023 - papers.academic-conferences.org
As a digital environment introduced for establishing and enhancing human communication
through different social networks and channels, social media continued to develop and …

Bengali fake review detection using semi-supervised generative adversarial networks

MTR Shawon, GM Shahariar, FM Shah… - 2023 5th …, 2023 - ieeexplore.ieee.org
This paper investigates the potential of semi-supervised Generative Adversarial Networks
(GANs) to fine-tune pretrained language models in order to classify Bengali fake reviews …

GDMR-Net: A Novel Graphic Detection Neural Network via Multi-Crossed Attention and Rotation Annotation for Agronomic Applications in Supply Cyber Security

Z Xue, X Zhao, Y Xiu, C Hua, J Kong - Agronomy, 2023 - mdpi.com
The development of smart agriculture holds great significance in ensuring the supply and
cyber security of agricultural production. With the advancement of intelligent technologies …

Multilingual Hate Speech Detection: A Semi-Supervised Generative Adversarial Approach

K Mnassri, R Farahbakhsh, N Crespi - Entropy, 2024 - mdpi.com
Social media platforms have surpassed cultural and linguistic boundaries, thus enabling
online communication worldwide. However, the expanded use of various languages has …

Multilingual Hate Speech Detection Using Semi-supervised Generative Adversarial Network

K Mnassri, R Farahbakhsh, N Crespi - International Conference on …, 2023 - Springer
Online communication has overcome linguistic and cultural barriers, enabling global
connection through social media platforms. However, linguistic variety introduced more …

A Survey on Online User Aggression: Content Detection and Behavioural Analysis on Social Media Platforms

S Mane, S Kundu, R Sharma - arXiv preprint arXiv:2311.09367, 2023 - arxiv.org
The rise of social media platforms has led to an increase in cyber-aggressive behavior,
encompassing a broad spectrum of hostile behavior, including cyberbullying, online …

Should we stay silent on violence? An ensemble approach to detect violent incidents in Spanish social media texts

D Sharma, V Gupta, VK Singh, D Pinto - Natural Language …, 2024 - cambridge.org
There has been a steep rise in user-generated content on the Web and social media
platforms during the last few years. While the ease of content creation allows anyone to …

Bengali Intent Classification with Generative Adversarial BERT

M Hasan, MJI Basher… - 2023 26th International …, 2023 - ieeexplore.ieee.org
Intent classification is a fundamental task in natural language understanding, aiming to
categorize user queries or sentences into predefined classes to understand user intent. The …