[HTML][HTML] A robust hybrid machine learning model for Bengali cyber bullying detection in social media
Social networking platforms give users countless opportunities to share information,
collaborate, and communicate positively. The same platform can be extended to a fabricated …
collaborate, and communicate positively. The same platform can be extended to a fabricated …
A comprehensive review on transformers models for text classification
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 …
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
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 …
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
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 …
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 …
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 …
by Internet users across its numerous platforms has increased. Sentiment analysis functions …
LowResourceNLU at BLP-2023 Task 1 & 2: Enhancing Sentiment Classification and Violence Incitement Detection in Bangla Through Aggregated Language Models
Violence incitement detection and sentiment analysis hold significant importance in the field
of natural language processing. However, in the case of the Bangla language, there are …
of natural language processing. However, in the case of the Bangla language, there are …
Classifying offensive speech of bangla text and analysis using explainable ai
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 …
expression or speech, but also allows people to express society-prohibited behaviors such …
Multi-feature transformer for multiclass cyberbullying detection in bangla
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 …
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
Abstract The Bangla Transformation of Sentence Classification dataset addresses the
resource gap in natural language processing (NLP) for the Bangla language by providing a …
resource gap in natural language processing (NLP) for the Bangla language by providing a …
Multihead Text Mining from COVID‐19 Feedback Using Machine Learning, Deep Learning, and Hybrid Deep Learning Approaches
This study examines the impact of the COVID‐19 epidemic on students in Bangladesh
through text classification using various machine learning (ML) algorithms and deep …
through text classification using various machine learning (ML) algorithms and deep …