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Achieving Clinical Reliability in Suicide Risk Detection: A Low-Resource Benchmark of RoBERTa vs. DistilBERT Cover

Achieving Clinical Reliability in Suicide Risk Detection: A Low-Resource Benchmark of RoBERTa vs. DistilBERT

International Journal of Advanced Statistics and IT&C for Economics and Life Sciences
Volume 15 (2025): Issue 1 (December 2025)
By: Stefania-Eliza Berghia and  Adrian Barglazan  
Open Access
|Dec 2025

Authors

Stefania-Eliza Berghia

stefania.berghia@ulbsibiu.ro

Computer Science and Electrical and Electronics Engineering Department, Faculty of Engineering, “Lucian Blaga” University of Sibiu, Romania

Adrian Barglazan

adrian.barglazan@ulbsibiu.ro

Computer Science and Electrical and Electronics Engineering Department, Faculty of Engineering, “Lucian Blaga” University of Sibiu, Romania
DOI: https://doi.org/10.2478/ijasitels-2025-0008 | Journal eISSN: 2559-365X | Journal ISSN: 2067-354X
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Language: English
Page range: 43 - 52
Published on: Dec 17, 2025
Published by: Lucian Blaga University of Sibiu
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year
Keywords:
suicidal ideation detection,
transformer models,
clinical NLP
Related subjects:
Computer sciences,
Computer sciences, other,
Business and economics,
Mathematics and statistics for economists,
Mathematics,
Engineering,
Electrical engineering,
Fundamentals of electrical engineering,
Mathematics,
General mathematics

© 2025 Stefania-Eliza Berghia, Adrian Barglazan, published by Lucian Blaga University of Sibiu
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

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