Deep learning based sentiment analysis from Bangla text using glove word embedding along with convolutional neural network
Language is the primary means by which humans interact with each other and express their
emotions. Despite the fact that teaching robots to understand textual meaning is challenging …
emotions. Despite the fact that teaching robots to understand textual meaning is challenging …
A comparative study of different text classification approaches for bangla news classification
K Salehin, MK Alam, MA Nabi… - … on Computer and …, 2021 - ieeexplore.ieee.org
At present, we have seen everything is getting digitized where technology almost takes full
control over our life. As a result, a massive number of textual documents are generated on …
control over our life. As a result, a massive number of textual documents are generated on …
An automated approach for Bangla sentence classification using supervised algorithms
Natural Language Processing (NLP) is one of the greatest familiar field of Artificial
Intelligence. Bangla text classification is become a significant problem due to the availability …
Intelligence. Bangla text classification is become a significant problem due to the availability …
Bangla document categorisation using multilayer dense neural network with tf-idf
M Chakraborty, MN Huda - 2019 1st International Conference …, 2019 - ieeexplore.ieee.org
Document categorization is a classic NLP task which includes allocating documents based
on their content into one or more predefined classes. In this paper, we proposed a model …
on their content into one or more predefined classes. In this paper, we proposed a model …
A bangla spam email detection and datasets creation approach based on machine learning algorithms
Email is one of the most imperative communication mechanisms of the 21st century. People
around the world send billions of emails every single day which makes people prone to …
around the world send billions of emails every single day which makes people prone to …
Multi-Label Bengali article classification using ML-KNN algorithm and Neural Network
Multi-label classification is a very complex and critical task to solve in Natural Language
Processing and Text Mining domain. Moreover, Bengali has limited resources to work with …
Processing and Text Mining domain. Moreover, Bengali has limited resources to work with …
Analysis of Bangla transformation of sentences using machine learning
In many languages, various language processing tools have been developed. The work of
the Bengali NLP is getting richer day by day. Sentence pattern recognition in Bangla is a …
the Bengali NLP is getting richer day by day. Sentence pattern recognition in Bangla is a …
Bangla Document Classification Based on Machine Learning and Explainable NLP
M Habibullah, MS Islam, FT Jahura… - 2023 6th International …, 2023 - ieeexplore.ieee.org
Massive digital texts are now accessible, thanks to technological advancement. Any amount
of disorganized writing is useless. A high-quality representative corpus of any particular …
of disorganized writing is useless. A high-quality representative corpus of any particular …
Bengali Text Classification: A New multi-class Dataset and Performance Evaluation of Machine Learning and Deep Learning Models
This study focuses on Bengali text classification using machine learning and deep learning
techniques. Text classification is a fundamental task in natural language processing (NLP) …
techniques. Text classification is a fundamental task in natural language processing (NLP) …
A benchmark study on machine learning methods using several feature extraction techniques for news genre detection from bangla news articles & titles
R Rahman - Proceedings of the 7th International Conference on …, 2020 - dl.acm.org
Genre detection from news articles or news titles is one kind of text classification procedures
where news articles or titles are categorized among different families. Nowadays, text …
where news articles or titles are categorized among different families. Nowadays, text …