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

Applied Computer Systems
Volume 30 (2025): Issue 1 (January 2025)
By:
Open Access
|Mar 2025

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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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