[HTML][HTML] A robust hybrid machine learning model for Bengali cyber bullying detection in social media

A Akhter, UK Acharjee, MA Talukder, MM Islam… - Natural Language …, 2023 - Elsevier
Social networking platforms give users countless opportunities to share information,
collaborate, and communicate positively. The same platform can be extended to a fabricated …

A comprehensive review on transformers models for text classification

R Kora, A Mohammed - 2023 International Mobile, Intelligent …, 2023 - ieeexplore.ieee.org
The rapid progress in deep learning has propelled transformer-based models to the
forefront, establishing them as leading solutions for a multiple NLP tasks. These tasks span …

Natural language processing and sentiment analysis on bangla social media comments on russia–ukraine war using transformers

M Hasan, L Islam, I Jahan, SM Meem… - Vietnam Journal of …, 2023 - World Scientific
The Bangla Language ranks seventh in the list of most spoken languages with 265 native
and non-native speakers around the world and the second Indo-Aryan language after Hindi …

A Fine-Tuned Hybrid Stacked CNN to Improve Bengali Handwritten Digit Recognition

R Amin, MS Reza, Y Okuyama, Y Tomioka, J Shin - Electronics, 2023 - mdpi.com
Recognition of Bengali handwritten digits has several unique challenges, including the
variation in writing styles, the different shapes and sizes of digits, the varying levels of noise …

[PDF][PDF] Advancement in Bangla Sentiment Analysis: A Comparative Study of Transformer-Based and Transfer Learning Models for E-commerce Sentiment …

Z Ahmed, SS Shanto, AI Jony - Journal of Information Systems …, 2023 - researchgate.net
Background: As a direct result of the Internet's expansion, the quantity of information shared
by Internet users across its numerous platforms has increased. Sentiment analysis functions …

Classifying offensive speech of bangla text and analysis using explainable ai

AA Aporna, I Azad, NS Amlan, MHK Mehedi… - … on Advances in …, 2022 - Springer
The rapid rise of social networking websites and blogging sites not only provides freedom of
expression or speech, but also allows people to express society-prohibited behaviors such …

Multi-feature transformer for multiclass cyberbullying detection in bangla

Z Wahid, A Al Imran - IFIP International Conference on Artificial …, 2023 - Springer
Cyberbullying detection is a global issue that must be addressed to improve the cyberspace
for millions of online users, services, and organizations. Online harassment of the general …

[HTML][HTML] BTSD: A curated transformation of sentence dataset for text classification in Bangla language

RK Das, M Islam, SA Khushbu - Data in Brief, 2023 - Elsevier
Abstract The Bangla Transformation of Sentence Classification dataset addresses the
resource gap in natural language processing (NLP) for the Bangla language by providing a …

How Ready Are Generative Pre-trained Large Language Models for Explaining Bengali Grammatical Errors?

S Maity, A Deroy, S Sarkar - arXiv preprint arXiv:2406.00039, 2024 - arxiv.org
Grammatical error correction (GEC) tools, powered by advanced generative artificial
intelligence (AI), competently correct linguistic inaccuracies in user input. However, they …

Gender Recognition of Bangla Names Using Deep Learning Approaches

MH Kabir, F Ahmad, MAM Hasan, J Shin - Applied Sciences, 2022 - mdpi.com
The name of individuals has a specific meaning and great significance. Individuals' names
generally have substantial gender differences, and explicitly, Bengali names usually have a …