AuthorNet: Leveraging attention-based early fusion of transformers for low-resource authorship attribution

MR Hossain, MM Hoque, MAA Dewan, E Hoque… - Expert Systems with …, 2025 - Elsevier
Authorship Attribution (AA) is crucial for identifying the author of a given text from a pool of
suspects, especially with the widespread use of the internet and electronic devices …

Authorship classification in a resource constraint language using convolutional neural networks

MR Hossain, MM Hoque, MAA Dewan… - IEEE …, 2021 - ieeexplore.ieee.org
Authorship classification is a method of automatically determining the appropriate author of
an unknown linguistic text. Although research on authorship classification has significantly …

A comparative analysis of word embedding representations in authorship attribution of bengali literature

HA Chowdhury, MAH Imon… - 2018 21st international …, 2018 - ieeexplore.ieee.org
Word Embeddings can be used by deep layers of neural networks to extract features from
them to learn stylo-metric patterns of authors based on context and co-occurrence of the …

Authorship Attribution in Bangla literature using Character-level CNN

A Khatun, A Rahman, MS Islam - 2019 22nd International …, 2019 - ieeexplore.ieee.org
Characters are the smallest unit of text that can extract stylometric signals to determine the
author of a text. In this paper, we investigate the effectiveness of character-level signals in …

A stylometric analysis on Bengali literature for authorship attribution

MT Hossain, MM Rahman, S Ismail… - 2017 20th International …, 2017 - ieeexplore.ieee.org
This paper explores the authorship attribution problem in modern Bengali literature. By
scrutinizing the writings of six Bangladeshi columnists of current time using some …

Authorship verification of opinion articles in online newspapers using the idiolect of author: a comparative study

MA Al-Khatib, JK Al-qaoud - Information, Communication & Society, 2021 - Taylor & Francis
Many approaches have been introduced to solve the authorship verification problem,
including the use of machine learning techniques. These techniques proved to be effective …

A stylometric approach for author attribution system using neural network and machine learning classifiers

AS Hossain, N Akter, MS Islam - Proceedings of the International …, 2020 - dl.acm.org
The paper discusses few methods of author attribution system in Bengali literature through
stylometric approach. Our goal is to examine whether it is possible to identify the actual …

Authorship attribution in Bengali Literature Using fastText's Hierarchical Classifier

HA Chowdhury, MAH Imon… - 2018 4th International …, 2018 - ieeexplore.ieee.org
Authorship Attribution concerns with the classification problem of identifying the original
author of a piece of text by analyzing other literary works of the same author. A substantial …

A machine learning approach for stylometric analysis of Bangla literature

U Pal, AS Nipu, S Ismail - 2017 20th International Conference …, 2017 - ieeexplore.ieee.org
The term Stylogenetics refers to the eloquent analysis of authors literary corpora which are
based on clustering. While writing, a writer focuses on some frequent things subconsciously …

An empirical framework to identify authorship from Bengali literary works

S Ibn Ahmad, L Alam, MM Hoque - … , February 15-16, 2020, Proceedings 2, 2020 - Springer
Authorship attribution is the process of identifying the probable author of an unknown
document. This paper proposes a neural network based framework, which identifies the …