MIRoBERTa: Mental Illness Text Classification With Transfer Learning on Subreddits
M. Sao and H.-J. Lim, "MIRoBERTa: Mental Illness Text Classification With Transfer Learning on Subreddits," IEEE Access, vol. 12, pp. 197454–197466, Dec. 2024.
CV
Education
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
- M.S. in Jekyll, GitHub University, 2014
- B.S. in GitHub, GitHub University, 2012
Work experience
- Spring 2024: Academic Pages Collaborator
- GitHub University
- Duties includes: Updates and improvements to template
- Supervisor: The Users
- Fall 2015: Research Assistant
- GitHub University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
- Summer 2015: Research Assistant
- GitHub University
- Duties included: Tagging issues
- Supervisor: Professor Git
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
Talks
Beyond Keywords: BERTopic and Mistral-8B Integration for Smartphone User Perception Analysis
Poster Presentation at 2025 Spring Joint Conference on Industrial Innovation, Haevichi Hotel & Resort, Jeju, South Korea
Enhancing Mental Health Detection in Crisis-Related Posts on Social Media: A Domain-Adaptive Transformer Approach
Master's Thesis Defense at Graduate School of Data Science, Chonnam National University
Personalized E-Learning Course Recommendations: A Chatbot Approach Using LangChain
Presentation at 2024 International Conference on Digital Contents, South Korea
Natural Language Processing: Applications and Techniques
Workshop at Institute of Science and Technology Advanced Development - ISTAD, Phnom Penh, Cambodia
Teaching
Service and leadership
- Currently signed in to 43 different slack teams