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A Deep Learning Approach to Classifying Software Requirements: The Application of Transformer-Based Ensemble Learning and Attention-Based Fusion Cover

A Deep Learning Approach to Classifying Software Requirements: The Application of Transformer-Based Ensemble Learning and Attention-Based Fusion

Foundations of Computing and Decision Sciences
Volume 51 (2026): Issue 1 (March 2026)
By: Azaz Ahmed Kiani  
Open Access
|Mar 2026
Authors

Authors

Azaz Ahmed Kiani

azaz.kiani@numl.edu.pk

National University of Modern languages, Rawalpindi, Pakistan
DOI: https://doi.org/10.2478/fcds-2026-0003 | Journal eISSN: 2300-3405 | Journal ISSN: 0867-6356
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Language: English
Page range: 71 - 110
Submitted on: Aug 29, 2025
Accepted on: Feb 18, 2026
Published on: Mar 17, 2026
Published by: Poznan University of Technology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
Attention,
Transformer Model,
BERT,
DistilBERT,
RoBERTa,
Software Requirements Classification
Related subjects:
Computer sciences,
Artificial intelligence,
Software development

© 2026 Azaz Ahmed Kiani, published by Poznan University of Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Volume 51 (2026): Issue 1 (March 2026)
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