[HTML][HTML] How can we detect homophobia and transphobia? experiments in a multilingual code-mixed setting for social media governance
Homophobia or Transphobia can be defined as the hatred, discomfort, or dislike of lesbian,
gay, transgender or bisexual people. Studies have shown that these individuals were more …
gay, transgender or bisexual people. Studies have shown that these individuals were more …
Challenges and opportunities of text-based emotion detection: A survey
A Al Maruf, F Khanam, MM Haque, ZM Jiyad… - IEEE …, 2024 - ieeexplore.ieee.org
Emotion detection has become an intriguing issue for researchers owing to its
psychological, social, and commercial significance. People express their feelings directly or …
psychological, social, and commercial significance. People express their feelings directly or …
[HTML][HTML] Using artificial intelligence to identify emergency messages on social media during a natural disaster: A deep learning approach
CJ Powers, A Devaraj, K Ashqeen, A Dontula… - International Journal of …, 2023 - Elsevier
During natural disasters, emergency communication systems become overloaded, and
people are forced to turn to social media to make requests for help. This study employs …
people are forced to turn to social media to make requests for help. This study employs …
[HTML][HTML] Identification and classification of transportation disaster tweets using improved bidirectional encoder representations from transformers
Social Media today has become the most relevant and affordable platform to express one's
views in real-time. The# Endsars protest in Nigeria and the COVID-19 pandemic have …
views in real-time. The# Endsars protest in Nigeria and the COVID-19 pandemic have …
“HOT” ChatGPT: The promise of ChatGPT in detecting and discriminating hateful, offensive, and toxic comments on social media
Harmful textual content is pervasive on social media, poisoning online communities and
negatively impacting participation. A common approach to this issue is developing detection …
negatively impacting participation. A common approach to this issue is developing detection …
[HTML][HTML] AugFake-BERT: handling imbalance through augmentation of fake news using BERT to enhance the performance of fake news classification
Fake news detection techniques are a topic of interest due to the vast abundance of fake
news data accessible via social media. The present fake news detection system performs …
news data accessible via social media. The present fake news detection system performs …
[HTML][HTML] Contextual embeddings based on fine-tuned Urdu-BERT for Urdu threatening content and target identification
MSI Malik, U Cheema, DI Ignatov - … of King Saud University-Computer and …, 2023 - Elsevier
Identification of threatening text on social media platforms is a challenging task. Contrary to
the high-resource languages, the Urdu language has very limited such approaches and the …
the high-resource languages, the Urdu language has very limited such approaches and the …
[HTML][HTML] How AI can be used for governance of messaging services: A study on spam classification leveraging multi-channel convolutional neural network
G Waja, G Patil, C Mehta, S Patil - International Journal of Information …, 2023 - Elsevier
Over the past decade, there has been a meteoric evolution in Internet Messaging Services
and although these services have become ingrained in our everyday life, SMS service …
and although these services have become ingrained in our everyday life, SMS service …
BiGRU-ANN based hybrid architecture for intensified classification tasks with explainable AI
S Chakraborty, MBU Talukder, MM Hasan… - International Journal of …, 2023 - Springer
Artificial Intelligence (AI) is increasingly being employed in critical decision-making
processes such as medical diagnosis, credit approval, criminal justice, and many more …
processes such as medical diagnosis, credit approval, criminal justice, and many more …
G-bert: an efficient method for identifying hate speech in Bengali texts on social media
The rapid increase in Internet users has increased online concerns such as hate speech,
abusive texts, and harassment. In Bangladesh, hate text in Bengali is frequently used on …
abusive texts, and harassment. In Bangladesh, hate text in Bengali is frequently used on …