Cyberbullying detection using deep neural network from social media comments in bangla language

MF Ahmed, Z Mahmud, ZT Biash, AAN Ryen… - arXiv preprint arXiv …, 2021 - arxiv.org
Cyberbullying or Online harassment detection on social media for various major languages
is currently being given a good amount of focus by researchers worldwide. Being the …

Bengali word embeddings and it's application in solving document classification problem

A Ahmad, MR Amin - 2016 19th international conference on …, 2016 - ieeexplore.ieee.org
In this paper, we present Bengali word embeddings and it's application in the classification
of news documents. Word embeddings are multi-dimensional vectors that can be created by …

Performance analysis of different word embedding models on bangla language

ZS Ritu, N Nowshin, MMH Nahid… - … Conference on Bangla …, 2018 - ieeexplore.ieee.org
In this paper we discuss the performance of three-word embedding methods on Bangla
corpus. Word embedding is a big part of natural language processing related research …

A corpus based unsupervised Bangla word stemming using N-gram language model

TT Urmi, JJ Jammy, S Ismail - 2016 5th International …, 2016 - ieeexplore.ieee.org
In this paper, we propose a contextual similarity based approach for identification of stems or
root forms of Bangla words using N-gram language model. The core purpose of our work is …

Automatic detection of suspicious Bangla text using logistic regression

O Sharif, MM Hoque - … Computing and Optimization: Proceedings of the …, 2020 - Springer
Suspicious Bangla text detection is a text classification problem of determining Bangla texts
into suspicious and non suspicious categories. In this paper, we have proposed a machine …

Automatic Bengali document categorization based on word embedding and statistical learning approaches

MR Hossain, MM Hoque - 2018 International conference on …, 2018 - ieeexplore.ieee.org
The automated categorization of text documents into predetermined categories has
witnessed a growing in the last few years, due to the huge availability of documents in digital …

A memory-efficient tool for bengali parts of speech tagging

SN Sakiba, MMU Shuvo, N Hossain, SK Das… - … for Advanced Computing …, 2021 - Springer
Detecting parts of speech of words in a sentence efficiently is an inseparable task in natural
language processing (NLP). The goal of this study is to detect the parts of speech of words in …

SPECIL: Spell Error Corpus for the Indonesian Language

Y Yanfi, R Setiawan, H Soeparno, W Budiharto - IEEE Access, 2023 - ieeexplore.ieee.org
In this study, we present the first spell error corpus for the Indonesian Language (SPECIL).
This corpus provides a comprehensive resource for researchers and practitioners to detect …

A 2-tier Bengali dataset for evaluation of hard and soft classification approaches

D Das Dawn, A Khan, SH Shaikh… - IETE Journal of Research, 2024 - Taylor & Francis
Document classification is an open problem in library, information, and computer sciences
towards assigning documents to one or more classes. The interest of linguistic researchers …

A continuous space neural language model for bengali language

HA Chowdhury, MAH Imon, A Rahman… - … on Computer and …, 2019 - ieeexplore.ieee.org
Language models are generally employed to estimate the probability distribution of various
linguistic units, making them one of the fundamental parts of natural language processing …