End-to-end transformer-based models in textual-based NLP

A Rahali, MA Akhloufi - AI, 2023 - mdpi.com
Transformer architectures are highly expressive because they use self-attention
mechanisms to encode long-range dependencies in the input sequences. In this paper, we …

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 …

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 …

Online Aggression Identification Using Ensembled Transformer-based Language Models

S Chinivar, MS Roopa, JS Arunalatha… - 2023 14th …, 2023 - ieeexplore.ieee.org
The ubiquitous online aggressive content is rapidly increasing with the increase in the
popularity of Social media platforms. Social media has been used by a few to vent out and …

Apprentissage Profond Pour la Détection des Menaces et des Contenus Toxiques Dans les Cyberenvironnements

A Rahali - 2023 - search.proquest.com
L'apprentissage profond est un outil prometteur pour détecter les menaces et les contenus
toxiques sur les plateformes en ligne. Ses capacités d'apprentissage automatique …

An empirical study of various detection based techniques with divergent learning's

BP Bendale, S Swati Dattatraya Shirke - Web Intelligence - content.iospress.com
The prevalence of violence against women and children is concerning, and the initial step is
to raise awareness of this issue. Certain forms of detection based techniques are not …