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Hierarchical Text Classification: Fine-tuned GPT-2 vs BERT-BiLSTM Cover

Hierarchical Text Classification: Fine-tuned GPT-2 vs BERT-BiLSTM

Applied Computer Systems
Volume 30 (2025): Issue 1 (January 2025)
By: Djelloul Bouchiha,  Abdelghani Bouziane,  Noureddine Doumi,  Benamar Hamzaoui and  Sofiane Boukli-Hacene  
Open Access
|Mar 2025

Authors

Djelloul Bouchiha

bouchiha@cuniv-naama.dz

University Centre of Naama, Naama, Algeria

Abdelghani Bouziane

University Centre of Naama, Naama, Algeria

Noureddine Doumi

University of Saida, Saida, Algeria

Benamar Hamzaoui

University Centre of Naama, Naama, Algeria

Sofiane Boukli-Hacene

University of Sidi Bel Abbes, EEDIS Lab, Sidi Bel Abbes, Algeria
DOI: https://doi.org/10.2478/acss-2025-0005 | Journal eISSN: 2255-8691 | Journal ISSN: 2255-8683
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Language: English
Page range: 40 - 46
Submitted on: Nov 7, 2024
Accepted on: May 26, 2025
Published on: Mar 15, 2025
Published by: Riga Technical University
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year
Keywords:
BERT,
BiLSTM,
fine-tuned GPT-2,
generative pre-trained transformer (GPT),
hierarchical text classification (HTC),
large language model (LLM)
Related subjects:
Computer sciences,
Artificial intelligence,
Information technology,
Project management,
Software development

© 2025 Djelloul Bouchiha, Abdelghani Bouziane, Noureddine Doumi, Benamar Hamzaoui, Sofiane Boukli-Hacene, published by Riga Technical University
This work is licensed under the Creative Commons Attribution 4.0 License.

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