Strategies for enhancing the performance of news article classification in bangla: Handling imbalance and interpretation

KM Hasib, NA Towhid, KO Faruk, J Al Mahmud… - … Applications of Artificial …, 2023 - Elsevier
The rapid increase in obtainable online text data has made text categorization an important
tool for data analysts to extract relevant information on the web. However, incorrect or …

[HTML][HTML] Evaluation of open and closed-source LLMs for low-resource language with zero-shot, few-shot, and chain-of-thought prompting

Z Al Nazi, MR Hossain, F Al Mamun - Natural Language Processing …, 2025 - Elsevier
As the global deployment of Large Language Models (LLMs) increases, the demand for
multilingual capabilities becomes more crucial. While many LLMs excel in real-time …

Punctuation prediction in bangla text

H Rahman, MRS Rahin, AM Mahbub… - ACM Transactions on …, 2023 - dl.acm.org
Punctuation prediction is critical as it can enhance the readability of machine-transcribed
speeches or texts significantly by adding appropriate punctuation. Furthermore, systems like …

NewsNet: A Comprehensive Neural Network Hybrid Model for Efficient Bangla News Categorization

S Rana, MI Haque, N Sultana, AF Amid… - 2024 15th …, 2024 - ieeexplore.ieee.org
Through the internet, Bangla news has grown enormously within the modern era of digital
information. Every news outlet came up with its own categorizing system in order to handle …

Explainable Bengali Multiclass News Classification

MF Sikder, M Ferdous, S Afroz… - … on Computer and …, 2023 - ieeexplore.ieee.org
The automatic classification of news articles is crucial in the era of information overflow as it
assists readers in accessing relevant information in a timely manner. Even though text …

Performance comparison of different machine learning classifiers in categorizing bangla news articles

T Ahmed, RR Paul, MA Alam… - 2022 4th International …, 2022 - ieeexplore.ieee.org
In the digital age, the amount of online Bangla news has increased rapidly. For organizing
their news, each news source has its own system for categorization. Because of the …

Bidirectional LSTM with attention mechanism for automatic Bangla news categorization in terms of news captions

M Shopon - … Systems and Intelligent Computing: Proceedings of …, 2020 - Springer
The aim of any classification problem is to create a set of models that can classify the class
of different texts and objects. Text classification is known as one such application. This …

[CYTOWANIE][C] Classification of Bangla news articles using Machine Learning Classifiers and Multi-layer Dense Neural Network

ASM Siam, MM Hasan, MMH Jony - 2023