PhoBERT: Application in Disease Classification based on Vietnamese Symptom Analysis

Nguyen, Hai Thanh; Huynh, Tuyet Ngoc; Mai, Nhi Thien Ngoc; Le, Khoa Dang Dang; Thi-Ngoc-Diem, Pham

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PhoBERT: Application in Disease Classification based on Vietnamese Symptom Analysis

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Aug 17, 2023

Applied Computer Systems

Volume 28 (2023): Issue 1 (June 2023)

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Published Online: Aug 17, 2023

Page range: 35 - 43

DOI: https://doi.org/10.2478/acss-2023-0004

Keywords
1D-convolutional neural networks, bag of words, long short-term memory, PhoBERT, symptoms, text classification

© 2023 Hai Thanh Nguyen et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Nguyen, Hai Thanh

College of Information and Communication Technology, Can Tho UniversityCan Tho, Vietnam

Huynh, Tuyet Ngoc

College of Information and Communication Technology, Can Tho UniversityCan Tho, Vietnam

Mai, Nhi Thien Ngoc

College of Information and Communication Technology, Can Tho UniversityCan Tho, Vietnam

Le, Khoa Dang Dang

Information Technology Centre (Area 5), Vietnam Posts and Telecommunications GroupTien Giang, Vietnam

Thi-Ngoc-Diem, Pham

College of Information and Communication Technology, Can Tho UniversityCan Tho, Vietnam

Language:: English

Publication timeframe:: 1 times per year
Journal Subjects:: Computer Sciences, Artificial Intelligence, Information Technology, Project Management, Software Development

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PhoBERT: Application in Disease Classification based on Vietnamese Symptom Analysis

Hai Thanh Nguyen

Tuyet Ngoc Huynh

Nhi Thien Ngoc Mai

Khoa Dang Dang Le

Pham Thi-Ngoc-Diem

Published Online: Aug 17, 2023

Page range: 35 - 43

DOI: https://doi.org/10.2478/acss-2023-0004

Keywords1D-convolutional neural networks, bag of words, long short-term memory, PhoBERT, symptoms, text classification

© 2023 Hai Thanh Nguyen et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
1D-convolutional neural networks, bag of words, long short-term memory, PhoBERT, symptoms, text classification