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  <html lang="en">
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  <!-- Navigation -->
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  <nav>
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  <div class="nav-container">
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- <div class="logo"><i class="ri-leaf-fill"></i></div>
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  <button class="mobile-menu-btn" onclick="toggleMenu()">
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  <i class="ri-align-justify"></i>
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  class="profile-image"
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  />
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  <h1>Truong-Phuc Nguyen</h1>
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- <p class="subtitle">NLP Enthusiast</p>
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  <p class="description">
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- Graduate Computer Science student specializing in Natural Language
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- Processing and Machine Learning, with focus on Vietnamese language
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- processing, question answering systems, and legal AI applications.
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  </p>
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  <div class="social-links">
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  <a href="#" class="social-link" id="scholarLink">
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- <i class="ri-graduation-cap-fill"></i> Google Scholar
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  </a>
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  <a href="#" class="social-link" id="githubLink">
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  <i class="ri-github-fill"></i> GitHub
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  <h2 class="section-title">About Me</h2>
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  <div class="glass-card">
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  <p style="text-align: justify; line-height: 1.8">
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- Hello! I'm Truong-Phuc Nguyen (you can call me Fook), a graduate
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- Computer Science student specializing in Natural Language Processing
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- and Machine Learning. My expertise spans across question answering
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- systems, text generation, information retrieval, and Vietnamese
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- language processing using both pre-trained language models and large
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- language models.
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  </p>
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  <p style="text-align: justify; line-height: 1.8; margin-top: 1rem">
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- Through my research and practical projects, I have successfully
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- built proof-of-concept NLP systems, including legal QA platforms,
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- educational question generation tools, and multilingual text
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- processing pipelines. Currently seeking a position related to NLP
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- where I can leverage my deep understanding of language models, text
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- processing algorithms, and research experience.
 
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  </p>
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  </div>
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  </section>
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  Education
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  </h3>
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  <p style="color: var(--accent); font-weight: 600">
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- Bachelor of Engineering in Computer Science (Talented Engineer
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- Program)
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  </p>
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  <p style="color: var(--text-secondary)">September 2021 - June 2025</p>
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  <div class="education-stats">
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  <div class="stat-item">
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  <div class="stat-number">9.04</div>
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- <div class="stat-label">GPA / 10</div>
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  </div>
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  <div class="stat-item">
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  <div class="stat-number">3.75</div>
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- <div class="stat-label">GPA / 4</div>
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  </div>
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  <div class="stat-item">
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- <div class="stat-number">#1</div>
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- <div class="stat-label">Class Rank</div>
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  </div>
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  </div>
 
 
 
 
 
 
 
 
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  </div>
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  </section>
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@@ -129,49 +135,38 @@
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  <div class="publication-item">
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  <h4>
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- [1] A fine-tuning framework based on question, context, and answer
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- relationships for enhancing legal information retrieval
 
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  </h4>
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  <p class="publication-meta">
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- <strong>Authors:</strong> Nhu Hai Phung, Chi Thanh Nguyen,
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- Minh-Tien Nguyen, Thu Ha Nguyen, Huu Loi Le, &
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- <strong>Truong-Phuc Nguyen</strong><br />
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- <strong>Published in:</strong> Engineering Applications of
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- Artificial Intelligence, Volume 159, Page 111570. Elsevier,
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- 2025<br />
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- <strong>Impact:</strong> WoS, Q1, IF: 8.0<br />
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- <a
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- href="https://doi.org/10.1016/j.engappai.2025.111570"
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- class="doi-link"
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- target="_blank"
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- >DOI: 10.1016/j.engappai.2025.111570</a
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- >
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  </p>
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  </div>
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  <div class="publication-item">
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  <h4>
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- [2] Towards Vietnamese Legal Question Answering: An Empirical
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- Study
 
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  </h4>
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  <p class="publication-meta">
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- <strong>Authors:</strong> <strong>Truong-Phuc Nguyen</strong>,
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- Van-Quyet Nguyen, & Minh-Tien Nguyen<br />
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- <strong>Status:</strong> Submitted to Artificial Intelligence and
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- Law, Springer, 2025
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  </p>
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  </div>
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  <div class="publication-item">
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  <h4>
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- [3] Application of Machine Learning in Image Recognition to Detect
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- Some Abnormalities in the Examination Rooms
 
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  </h4>
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  <p class="publication-meta">
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- <strong>Authors:</strong> Tien-Dat Nguyen,
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- <strong>Truong-Phuc Nguyen</strong>, and Pham Minh Chuan<br />
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- <strong>Published in:</strong> UTEHY Journal of Applied Science
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- and Technology, Vol. 40, 2023, pp. 27-32
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  </p>
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  </div>
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  </div>
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  <div class="publication-item">
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  <h4>
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- [1] ViLegalLM: Language Models for Vietnamese Legal Text
 
 
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  </h4>
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  <p class="publication-meta">
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- <strong>Authors:</strong> <strong>Truong-Phuc Nguyen</strong>,
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- Quy-Nhan Nguyen & Minh-Tien Nguyen<br />
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  <strong>Status:</strong> Submitted to ACL ARR 2026 January Cycle.
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  </p>
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  </div>
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-
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  <div class="publication-item">
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  <h4>
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- [2] UTEHY-NLU@ALQAC 2025: Dynamic Weighted Ensemble and Adaptive
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- Reasoning for Vietnamese Legal Text Processing
 
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  </h4>
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  <p class="publication-meta">
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- <strong>Authors:</strong> <strong>Truong-Phuc Nguyen</strong>,
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- Quy-Nhan Nguyen, Manh-Cuong Phan, Chi-Hai Cao, Trinh-Hoai-An
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- Duong, Minh-Tien Nguyen<br />
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- <strong>Published in:</strong> Proceedings of 2025 17th International Conference on Knowledge and System Engineering (KSE), Da Lat, Vietnam, 2025, pp. 1-5<br />
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- <a
206
- href="https://doi.org/10.1109/KSE68178.2025.11309584"
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- class="doi-link"
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- target="_blank"
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- >DOI: 10.1109/KSE68178.2025.11309584</a>
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  </p>
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  </div>
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  <div class="publication-item">
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  <h4>
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- [3] ViEduQA: A New Vietnamese Dataset for Question Answer
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- Generation in Education
 
 
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  </h4>
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  <p class="publication-meta">
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- <strong>Authors:</strong> <strong>Truong-Phuc Nguyen</strong>,
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- Huu-Loi Le, Phuc Quoc-Hung, Nhan Quy Huy, Xuan-Hieu Phan, and
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- Minh-Tien Nguyen<br />
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- <strong>Published in:</strong> Information and Communication
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- Technology. SOICT 2024. CCIS, vol. 2352, pp. 441-455. Springer,
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- Singapore, 2025<br />
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- <a
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- href="https://doi.org/10.1007/978-981-96-4288-5_34"
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- class="doi-link"
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- target="_blank"
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- >DOI: 10.1007/978-981-96-4288-5_34</a
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- >
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  </p>
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  </div>
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  <div class="publication-item">
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  <h4>
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- [4] Vietnamese Legal Question Answering: An Experimental Study
 
 
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  </h4>
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  <p class="publication-meta">
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- <strong>Authors:</strong> Thu-Ha Nguyen,
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- <strong>Truong-Phuc Nguyen</strong>, Khang T. Trung, Huu-Loi Le,
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- Le Thi Viet Huong, Chi Thanh Nguyen, and Minh-Tien Nguyen<br />
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- <strong>Published in:</strong> Proceedings of 2024 16th International Conference on Knowledge and System Engineering (KSE), Kuala Lumpur, Malaysia, 2024, pp. 440-446.<br />
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- <a
244
- href="https://doi.org/10.1109/KSE63888.2024.11063637"
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- class="doi-link"
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- target="_blank"
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- >DOI: 10.1109/KSE63888.2024.11063637</a
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- >
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  </p>
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  </div>
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  </div>
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  <div class="glass-card">
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  <div class="timeline">
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  <div class="timeline-item">
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- <div class="timeline-date">August 2025 - Present</div>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  <h3>
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- MedMAS - Multi-agent System for Pre-visit Clinical Note
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- Generation
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  </h3>
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  <p style="color: var(--accent); font-weight: 600">
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- Biomedical Laboratory, Feng Chia University, Taiwan
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  </p>
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  <p class="timeline-content">
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- Building a Multi-Agent System for the medical domain to
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- extract patient information through conversations, generate
287
- follow-up questions to collect more patient information and
288
- create summary reports for the pre-medical examination stage
289
- for patients, to save examination time for doctors and improve
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- the patient's experience during medical examination and
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- treatment.
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  </p>
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  <p
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  style="
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  <div class="timeline-item">
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  <div class="timeline-date">September 2024 - Present</div>
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- <h3>
307
- ViLegalLM: Language Models for Vietnamese Legal Text
308
- </h3>
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  <p style="color: var(--accent); font-weight: 600">
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  NLU Laboratory, Hung Yen University of Technology and
311
  Education
312
  </p>
313
  <p class="timeline-content">
314
- Developing one representation (135M) and two generation (1.54B,
315
- 1.72B) models specifically for the legal domain in Vietnam
316
- through continual pretraining of language models on large
317
- datasets from four sources of authoritative legal documents
318
- in Vietnam. Legal pretrained models are trained on 16GB high-quality
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- large-scale synthetic datasets, compared with 7 state-of-the-art
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- Vietnamese general and legal LMs of the same size across 10
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- benchmarks spanning 4 main tasks: Information Retrieval,
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- Question Answering, Natural Language Inference, and Syllogism Reasoning.
323
- ViLegalLM achieves state-of-the-art performance on 10 benchmarks,
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- establishes the newest strong baselines for Vietnamese Legal text
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- processing.
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  </p>
327
  <p
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  style="
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  <div class="timeline-date">August 2025 - September 2025</div>
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  <h3>Adaptive Weighted Ensemble for Legal Text Processing</h3>
341
  <p style="color: var(--accent); font-weight: 600">
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- NLU Laboratory, UTEHY
 
343
  </p>
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  <p class="timeline-content">
345
- Designed a framework combining multiple bi-encoders through
346
- query-specific confidence calculation, advanced dynamic
347
- weighting, and ensemble score fusion with cross-encoder
348
- reranker. Achieved 3rd place in Legal Information Retrieval
349
- task (F2-score: 0.8482, 7.51% improvement) and 2nd place in
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- Legal Question Answering (97.56% accuracy). Paper accepted at
351
- ISAILD-KSE 2025.
352
  </p>
353
  <p
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  style="
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  <div class="timeline-item">
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  <div class="timeline-date">February 2024 - September 2025</div>
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  <h3>
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- IntelliChat - Vietnamese Legal Question Answering System
368
  </h3>
369
  <p style="color: var(--accent); font-weight: 600">
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- NLU Laboratory, UTEHY
371
  </p>
372
  <p class="timeline-content">
373
- Built an end-to-end legal QA system for Vietnamese,
374
- integrating information retrieval with answer generation.
375
- System processes legal queries, retrieves relevant legal
376
- articles, and generates accurate answers using
377
- state-of-the-art NLP techniques.
378
  </p>
379
  <p
380
  style="
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  QACTune - Advanced Legal Information Retrieval Framework
394
  </h3>
395
  <p style="color: var(--accent); font-weight: 600">
396
- NLU Laboratory, UTEHY
 
397
  </p>
398
  <p class="timeline-content">
399
  Developed a novel fine-tuning framework leveraging
400
  Question-Context-Answer relationships for enhancing legal
401
  information retrieval in low-resource settings. Average
402
- improvements of 3.9% and 4.8% in MAP@K. Published in
403
- Engineering Applications of Artificial Intelligence (WoS, Q1,
404
- IF: 8.0).
405
  </p>
406
  <p
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  style="
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  Education
422
  </h3>
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  <p style="color: var(--accent); font-weight: 600">
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- NLU Laboratory, UTEHY
 
425
  </p>
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  <p class="timeline-content">
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  Pioneered Vietnamese Question-Answer Generation research in
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  <div class="timeline">
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  <div class="timeline-item">
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  <div class="timeline-date">November 2025</div>
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- <h3>KSE 2025 Certification of Presentation</h3>
 
 
 
 
 
625
  </div>
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  <div class="timeline-item">
627
  <div class="timeline-date">July 2025</div>
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- <h3>TOEIC Reading & Listening</h3>
 
 
 
 
 
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  </div>
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  <div class="timeline-item">
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  <div class="timeline-date">February 2025</div>
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- <h3>Hugging Face Agents Course</h3>
 
 
 
 
 
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  </div>
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  <div class="timeline-item">
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  <div class="timeline-date">December 2024</div>
636
  <h3>
637
- SOICT 2024 Presentation - Conference Presentation Certification
 
 
638
  </h3>
639
  </div>
640
  <div class="timeline-item">
641
  <div class="timeline-date">February 2024</div>
642
- <h3>Google Data Analytics Professional Certificate</h3>
 
 
 
 
 
643
  </div>
644
  <div class="timeline-item">
645
- <div class="timeline-date">February 2024</div>
646
- <h3>Stanford Machine Learning Specialization</h3>
 
 
 
 
 
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  </div>
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  </div>
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  </div>
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  <div class="award-item">
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  <div class="award-icon"><i class="ri-star-line"></i></div>
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  <div class="award-info">
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- <h4>TOYOTA Excellence Academic Scholarship</h4>
 
 
 
 
 
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  <p class="award-date">November 2024</p>
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  </div>
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  </div>
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  <div class="award-item">
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  <div class="award-icon"><i class="ri-bard-line"></i></div>
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  <div class="award-info">
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- <h4>Academic Excellence Scholarships</h4>
 
 
 
 
 
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  <p class="award-date">2021-2025</p>
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  <p style="color: var(--text-secondary); font-size: 0.9rem">
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  4 Academic Excellence & 8 Talented Program Scholarships -
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- Consistently ranked #1
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  </p>
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  </div>
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  </div>
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  <div class="award-item">
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  <div class="award-icon"><i class="ri-star-line"></i></div>
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  <div class="award-info">
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- <h4>Full Tuition Waiver</h4>
 
 
 
 
 
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  <p class="award-date">2021-2023</p>
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  <p style="color: var(--text-secondary); font-size: 0.9rem">
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  Two consecutive academic years
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  <div class="award-item">
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  <div class="award-icon"><i class="ri-honour-line"></i></div>
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  <div class="award-info">
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- <h4>Sencond Prize - MOE-level Student Scientific Research</h4>
 
 
 
 
 
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  <p class="award-date">June 2025</p>
 
 
 
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  </div>
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  </div>
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  <div class="award-item">
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  <div class="award-icon"><i class="ri-honour-line"></i></div>
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  <div class="award-info">
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- <h4>Excellence Graduate Thesis Presentation</h4>
 
 
 
 
 
703
  <p class="award-date">June 2025</p>
 
 
 
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  </div>
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  </div>
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  <div class="award-item">
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  <div class="award-icon"><i class="ri-honour-line"></i></div>
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  <div class="award-info">
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  <h4>
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- First Prize - University-level Student Scientific Research
 
 
 
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  </h4>
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  <p class="award-date">May 2025</p>
 
 
 
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  </div>
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  </div>
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  <div class="award-item">
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  <div class="award-icon"><i class="ri-honour-line"></i></div>
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  <div class="award-info">
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- <h4>First Prize - Faculty-level Student Scientific Research</h4>
 
 
 
 
 
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  <p class="award-date">March 2025</p>
 
 
 
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  </div>
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  </div>
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  <div class="award-item">
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  <div class="award-icon"><i class="ri-honour-line"></i></div>
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  <div class="award-info">
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  <h4>
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- Second Prize - Faculty-level Student Scientific Research
 
 
 
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  </h4>
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  <p class="award-date">June 2024</p>
 
 
 
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  </div>
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  </div>
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  <!-- Footer -->
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  <footer>
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- <p>© 2025 Truong-Phuc Nguyen. All rights reserved.</p>
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  </footer>
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  <script src="script.js"></script>
 
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+ <!doctype html>
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  <html lang="en">
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  <head>
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  <meta charset="UTF-8" />
 
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  <!-- Navigation -->
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  <nav>
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  <div class="nav-container">
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+ <div class="logo"><i class="ri-star-fill"></i></i></div>
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  <button class="mobile-menu-btn" onclick="toggleMenu()">
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  <i class="ri-align-justify"></i>
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  </button>
 
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  class="profile-image"
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  />
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  <h1>Truong-Phuc Nguyen</h1>
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+ <!-- <p class="subtitle">NLP Researcher</p> -->
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  <p class="description">
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+ <i class="ri-arrow-left-double-line"></i></i>To stand where others cannot, you must
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+ endure what others will not.<i class="ri-arrow-right-double-line"></i>
 
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  </p>
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  <div class="social-links">
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  <a href="#" class="social-link" id="scholarLink">
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+ <i class="ri-graduation-cap-fill"></i> GG Scholar
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  </a>
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  <a href="#" class="social-link" id="githubLink">
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  <i class="ri-github-fill"></i> GitHub
 
68
  <h2 class="section-title">About Me</h2>
69
  <div class="glass-card">
70
  <p style="text-align: justify; line-height: 1.8">
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+ Hello! I'm Truong-Phuc Nguyen, a CS student specializing in ML, DL,
72
+ and NLP. My expertise spans across NLP tasks, such as: Information
73
+ Retrieval, Question Answering, Text Generation, Summarization for
74
+ Vietnamese text processing using both PLMs and LLMs.
 
 
75
  </p>
76
  <p style="text-align: justify; line-height: 1.8; margin-top: 1rem">
77
+ Through research journey, I have successfully built some NLP demo systems
78
+ demonstrating feasibility, including legal question-answering
79
+ systems, clinical report summarization, and question generation
80
+ tools for education. Currently, I am seeking advanced learning
81
+ opportunities related to CS/NLP where I can leverage my knowledge of
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+ language modeling, text processing algorithms, and research
83
+ experience.
84
  </p>
85
  </div>
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  </section>
 
94
  Education
95
  </h3>
96
  <p style="color: var(--accent); font-weight: 600">
97
+ Bachelor of Engineering in Computer Science (Gifted and Talented
98
+ Programs)
99
  </p>
100
  <p style="color: var(--text-secondary)">September 2021 - June 2025</p>
101
 
102
  <div class="education-stats">
103
  <div class="stat-item">
104
  <div class="stat-number">9.04</div>
105
+ <div class="stat-label">#1 in 10 scale</div>
106
  </div>
107
  <div class="stat-item">
108
  <div class="stat-number">3.75</div>
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+ <div class="stat-label">#2 in 4 scale</div>
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  </div>
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  <div class="stat-item">
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+ <div class="stat-number">9.9</div>
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+ <div class="stat-label">thesis score</div>
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  </div>
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  </div>
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+ <div class="education-stats">
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+ <p class="publication-meta">
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+ <strong>Graduate Thesis:</strong> A Study of Vietnamese Legal
119
+ Question Answering with Pre-trained and Large Language Models<br />
120
+ <strong>Score:</strong> 9.9/10 (Awarded Excellence Graduate Thesis
121
+ Presentation)<br />
122
+ </p>
123
+ </div>
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  </div>
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  </section>
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  <div class="publication-item">
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  <h4>
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+ <a href="https://www.sciencedirect.com/science/article/abs/pii/S0952197625015726" target="_blank" rel="noopener noreferrer" class="paper-title-link">
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+ [1] A fine-tuning framework based on question, context, and answer relationships for enhancing legal information retrieval<i class="ri-link"></i>
140
+ </a>
141
  </h4>
142
  <p class="publication-meta">
143
+ <strong>Authors:</strong> Nhu Hai Phung, Chi Thanh Nguyen, Minh-Tien Nguyen, Thu Ha Nguyen, Huu Loi Le, and <strong>Truong-Phuc Nguyen</strong><br />
144
+ <strong>Published in:</strong> Engineering Applications of Artificial Intelligence, Volume 159, Page 111570. Elsevier, 2025<br />
145
+ <strong>Impact:</strong> WoS-SCIE, Q1, IF: 8.0<br />
 
 
 
 
 
 
 
 
 
 
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  </p>
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  </div>
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  <div class="publication-item">
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  <h4>
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+ <a href="https://link.springer.com/journal/10506" target="_blank" rel="noopener noreferrer" class="paper-title-link">
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+ [2] Towards Vietnamese Legal Question Answering: An Empirical Study<i class="ri-link"></i>
153
+ </a>
154
  </h4>
155
  <p class="publication-meta">
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+ <strong>Authors:</strong> <strong>Truong-Phuc Nguyen</strong>, Van-Quyet Nguyen, and Minh-Tien Nguyen<br />
157
+ <strong>Status:</strong> Submitted to Artificial Intelligence and Law, Springer, 2025
 
 
158
  </p>
159
  </div>
160
 
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  <div class="publication-item">
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  <h4>
163
+ <a href="https://jst.utehy.edu.vn/index.php/jst/article/view/650" target="_blank" rel="noopener noreferrer" class="paper-title-link">
164
+ [3] Application of Machine Learning in Image Recognition to Detect Some Abnormalities in the Examination Rooms<i class="ri-link"></i>
165
+ </a>
166
  </h4>
167
  <p class="publication-meta">
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+ <strong>Authors:</strong> Tien-Dat Nguyen, <strong>Truong-Phuc Nguyen</strong>, and Pham Minh Chuan<br />
169
+ <strong>Published in:</strong> UTEHY Journal of Applied Science and Technology (University Journal), Vol. 40, 2023, pp. 27-32
 
 
170
  </p>
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  </div>
172
  </div>
 
178
 
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  <div class="publication-item">
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  <h4>
181
+ <a href="https://2026.aclweb.org/" target="_blank" rel="noopener noreferrer" class="paper-title-link">
182
+ [1] ViLegalLM: Language Models for Vietnamese Legal Text<i class="ri-link"></i>
183
+ </a>
184
  </h4>
185
  <p class="publication-meta">
186
+ <strong>Authors:</strong> <strong>Truong-Phuc Nguyen</strong>, Quy-Nhan Nguyen, and Minh-Tien Nguyen<br />
 
187
  <strong>Status:</strong> Submitted to ACL ARR 2026 January Cycle.
188
  </p>
189
  </div>
190
+
191
  <div class="publication-item">
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  <h4>
193
+ <a href="https://ieeexplore.ieee.org/document/11309584" target="_blank" rel="noopener noreferrer" class="paper-title-link">
194
+ [2] UTEHY-NLU@ALQAC 2025: Dynamic Weighted Ensemble and Adaptive Reasoning for Vietnamese Legal Text Processing<i class="ri-link"></i>
195
+ </a>
196
  </h4>
197
  <p class="publication-meta">
198
+ <strong>Authors:</strong> <strong>Truong-Phuc Nguyen</strong>, Quy-Nhan Nguyen, Manh-Cuong Phan, Chi-Hai Cao, Trinh-Hoai-An Duong, and Minh-Tien Nguyen<br />
199
+ <strong>Published in:</strong> Proceedings of 2025 17th International Conference on Knowledge and System Engineering (KSE 2025), Da Lat, Vietnam, 2025, pp. 1-5<br />
 
 
 
 
 
 
 
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  </p>
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  </div>
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  <div class="publication-item">
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  <h4>
205
+ <a href="https://link.springer.com/chapter/10.1007/978-981-96-4288-5_34" target="_blank" rel="noopener noreferrer" class="paper-title-link">
206
+ [3] ViEduQA: A New Vietnamese Dataset for Question Answer Generation in Education<i class="ri-link"></i>
207
+ </a>
208
+
209
  </h4>
210
  <p class="publication-meta">
211
+ <strong>Authors:</strong> <strong>Truong-Phuc Nguyen</strong>, Huu-Loi Le, Pham Quoc-Hung, Nong Quang Huy, Xuan-Hieu Phan, and Minh-Tien Nguyen<br />
212
+ <strong>Published in:</strong> Information and Communication Technology. SOICT 2024. CCIS, vol. 2352, pp. 441-455. Springer, Singapore, 2025<br />
 
 
 
 
 
 
 
 
 
 
213
  </p>
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  </div>
215
 
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  <div class="publication-item">
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  <h4>
218
+ <a href="https://ieeexplore.ieee.org/document/11063637" target="_blank" rel="noopener noreferrer" class="paper-title-link">
219
+ [4] Vietnamese Legal Question Answering: An Experimental Study<i class="ri-link"></i>
220
+ </a>
221
  </h4>
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  <p class="publication-meta">
223
+ <strong>Authors:</strong> Thu-Ha Nguyen, <strong>Truong-Phuc Nguyen</strong>, Khang T. Trung, Huu-Loi Le, Le Thi Viet Huong, Chi Thanh Nguyen, and Minh-Tien Nguyen<br />
224
+ <strong>Published in:</strong> Proceedings of 2024 16th International Conference on Knowledge and System Engineering (KSE 2024), Kuala Lumpur, Malaysia, 2024, pp. 440-446.<br />
 
 
 
 
 
 
 
 
225
  </p>
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  </div>
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  </div>
 
249
  <div class="glass-card">
250
  <div class="timeline">
251
  <div class="timeline-item">
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+ <div class="timeline-date">Jan 2026 - present</div>
253
+ <h3>Emotion Recognition in Conversation (ERC)</h3>
254
+ <p style="color: var(--accent); font-weight: 600">
255
+ NLU Laboratory, Hung Yen University of Technology and Education, Vietnam
256
+ </p>
257
+ <p class="timeline-content">(to be updated ...)</p>
258
+ <p
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+ style="
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+ color: var(--text-secondary);
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+ font-size: 0.9rem;
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+ margin-top: 0.5rem;
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+ "
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+ >
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+ <strong>Advisor:</strong> Assoc. Prof. Minh-Tien Nguyen
266
+ </p>
267
+ </div>
268
+
269
+ <div class="timeline-item">
270
+ <div class="timeline-date">August 2025 - Jan 2026</div>
271
  <h3>
272
+ MedMAS: Multi-agent System for Pre-intake Clinical Note Generation in Conversation
 
273
  </h3>
274
  <p style="color: var(--accent); font-weight: 600">
275
+ BioInfomatic Laboratory, Feng Chia University, Taiwan
276
  </p>
277
  <p class="timeline-content">
278
+ Building a multi-agent system that extracts patient information through conversations, generates targeted follow-up questions to gather comprehensive patient data, and creates detailed pre-visit clinical reports. This streamlines the examination process, saving physician time and improving patient experience during medical consultations. The system is evaluated across three core tasks: Named Entity Recognition (NER), Question Generation (QG), and Summarization, achieving state-of-the-art results on both MTS-Dialog and CliniKnote benchmark datasets, demonstrating the superiority of multi-agent architectures over conventional approaches such as in-context learning and instruction-tuning in the medical domain.
 
 
 
 
 
 
279
  </p>
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  <p
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  style="
 
290
 
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  <div class="timeline-item">
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  <div class="timeline-date">September 2024 - Present</div>
293
+ <h3>ViLegalLM: Language Models for Vietnamese Legal Text</h3>
 
 
294
  <p style="color: var(--accent); font-weight: 600">
295
  NLU Laboratory, Hung Yen University of Technology and
296
  Education
297
  </p>
298
  <p class="timeline-content">
299
+ ViLegalLM comprises one representation model (135M) and two generation models (1.54B, 1.72B) specifically for Vietnamese legal text through continual pretraining on newly 16GB of high-quality legal documents. ViLegalLM achieves state-of-the-art performance across 10 benchmarks spanning four main tasks: Information Retrieval (IR), Question Answering (QA), Natural Language Inference (NLI), and Syllogism Reasoning, outperforming 7 state-of-the-art Vietnamese models and establishing new strong baselines for Vietnamese legal text processing. The project also contributes three large-scale synthetic training datasets to address the shortage of high-quality legal training data in Vietnam.
 
 
 
 
 
 
 
 
 
 
 
300
  </p>
301
  <p
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  style="
 
313
  <div class="timeline-date">August 2025 - September 2025</div>
314
  <h3>Adaptive Weighted Ensemble for Legal Text Processing</h3>
315
  <p style="color: var(--accent); font-weight: 600">
316
+ NLU Laboratory, Hung Yen University of Technology and
317
+ Education, Vietnam
318
  </p>
319
  <p class="timeline-content">
320
+ Designed a framework combining multiple bi-encoders through query-specific confidence calculation, advanced dynamic weighting, and ensemble score fusion with cross-encoder reranker. Achieved 3rd place in Legal Information Retrieval task (F2-score: 0.8482, 7.51% improvement) and 2nd place in Legal Question Answering (97.56% accuracy) in ALQAC 2025 Competition. Paper accepted at 17th International Conference on Knowledge and System Engineering (KSE 2025).
 
 
 
 
 
 
321
  </p>
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  <p
323
  style="
 
333
  <div class="timeline-item">
334
  <div class="timeline-date">February 2024 - September 2025</div>
335
  <h3>
336
+ IntelliChat - Question Answering System for Vietnam Legal Documents
337
  </h3>
338
  <p style="color: var(--accent); font-weight: 600">
339
+ NLU Laboratory, Hung Yen University of Technology and Education, Vietnam
340
  </p>
341
  <p class="timeline-content">
342
+ Built a demo legal question-answering system for Vietnamese, integrating information retrieval with answer extraction/generation optimized for the legal domain. IntelliChat outperforms GPT-3.5 and state-of-the-art open-source LLMs (~7B parameters) in both automatic and human evaluations, and is deployed online to enable Vietnamese citizens to independently access and understand legal documents.
 
 
 
 
343
  </p>
344
  <p
345
  style="
 
358
  QACTune - Advanced Legal Information Retrieval Framework
359
  </h3>
360
  <p style="color: var(--accent); font-weight: 600">
361
+ NLU Laboratory, Hung Yen University of Technology and
362
+ Education, Vietnam
363
  </p>
364
  <p class="timeline-content">
365
  Developed a novel fine-tuning framework leveraging
366
  Question-Context-Answer relationships for enhancing legal
367
  information retrieval in low-resource settings. Average
368
+ improvements of 3.9% and 4.8% in MAP@100. Published in
369
+ Engineering Applications of Artificial Intelligence (WoS-SCIE,
370
+ Q1, IF: 8.0).
371
  </p>
372
  <p
373
  style="
 
387
  Education
388
  </h3>
389
  <p style="color: var(--accent); font-weight: 600">
390
+ NLU Laboratory, Hung Yen University of Technology and
391
+ Education, Vietnam
392
  </p>
393
  <p class="timeline-content">
394
  Pioneered Vietnamese Question-Answer Generation research in
 
588
  <div class="timeline">
589
  <div class="timeline-item">
590
  <div class="timeline-date">November 2025</div>
591
+ <h3>
592
+ <a href="BLANK" target="_blank" rel="noopener noreferrer" class="cert-link">
593
+ KSE 2025 Certification of Presentation
594
+ <i class="ri-link"></i>
595
+ </a>
596
+ </h3>
597
  </div>
598
  <div class="timeline-item">
599
  <div class="timeline-date">July 2025</div>
600
+ <h3>
601
+ <a href="BLANK" target="_blank" rel="noopener noreferrer" class="cert-link">
602
+ TOEIC Reading & Listening
603
+ <i class="ri-link"></i>
604
+ </a>
605
+ </h3>
606
  </div>
607
  <div class="timeline-item">
608
  <div class="timeline-date">February 2025</div>
609
+ <h3>
610
+ <a href="https://drive.google.com/file/d/1hfjzTfOE7g5Z00r9lnCeiuCYvUAEQYqM" target="_blank" rel="noopener noreferrer" class="cert-link">
611
+ Hugging Face Agents Course
612
+ <i class="ri-link"></i>
613
+ </a>
614
+ </h3>
615
  </div>
616
  <div class="timeline-item">
617
  <div class="timeline-date">December 2024</div>
618
  <h3>
619
+ <a href="https://drive.google.com/file/d/1kLpV4UPiM5p35W19peId4IxBLU3ZOnNO" target="_blank" rel="noopener noreferrer" class="cert-link">
620
+ SOICT 2024 Presentation - Conference Presentation Certification<i class="ri-link"></i>
621
+ </a>
622
  </h3>
623
  </div>
624
  <div class="timeline-item">
625
  <div class="timeline-date">February 2024</div>
626
+ <h3>
627
+ <a href="https://www.coursera.org/account/accomplishments/verify/WLBFF5JSP4KR" target="_blank" rel="noopener noreferrer" class="cert-link">
628
+ Stanford Machine Learning Specialization
629
+ <i class="ri-link"></i>
630
+ </a>
631
+ </h3>
632
  </div>
633
  <div class="timeline-item">
634
+ <div class="timeline-date">November 2022</div>
635
+ <h3>
636
+ <a href="https://www.coursera.org/account/accomplishments/professional-cert/A6Z4LZPH9QWB" target="_blank" rel="noopener noreferrer" class="cert-link">
637
+ Google Data Analytics Professional Certificate
638
+ <i class="ri-link"></i>
639
+ </a>
640
+ </h3>
641
  </div>
642
  </div>
643
  </div>
 
650
  <div class="award-item">
651
  <div class="award-icon"><i class="ri-star-line"></i></div>
652
  <div class="award-info">
653
+ <h4>
654
+ <a href="https://drive.google.com/file/d/15Wkn5Zpp1qmXZShZHYFDYsWd9LmL8Q8J/view?usp=sharing" target="_blank" rel="noopener noreferrer" class="cert-link">
655
+ TOYOTA Excellence Academic Scholarship
656
+ <i class="ri-link"></i>
657
+ </a>
658
+ </h4>
659
  <p class="award-date">November 2024</p>
660
  </div>
661
  </div>
662
  <div class="award-item">
663
  <div class="award-icon"><i class="ri-bard-line"></i></div>
664
  <div class="award-info">
665
+ <h4>
666
+ <a href="BLANK" target="_blank" rel="noopener noreferrer" class="cert-link">
667
+ Academic Excellence Scholarships
668
+ <i class="ri-link"></i>
669
+ </a>
670
+ </h4>
671
  <p class="award-date">2021-2025</p>
672
  <p style="color: var(--text-secondary); font-size: 0.9rem">
673
  4 Academic Excellence & 8 Talented Program Scholarships -
674
+ Consistently ranked #1 in CS program
675
  </p>
676
  </div>
677
  </div>
678
  <div class="award-item">
679
  <div class="award-icon"><i class="ri-star-line"></i></div>
680
  <div class="award-info">
681
+ <h4>
682
+ <a href="BLANK" target="_blank" rel="noopener noreferrer" class="cert-link">
683
+ Full Tuition Waiver
684
+ <i class="ri-link"></i>
685
+ </a>
686
+ </h4>
687
  <p class="award-date">2021-2023</p>
688
  <p style="color: var(--text-secondary); font-size: 0.9rem">
689
  Two consecutive academic years
 
701
  <div class="award-item">
702
  <div class="award-icon"><i class="ri-honour-line"></i></div>
703
  <div class="award-info">
704
+ <h4>
705
+ <a href="https://drive.google.com/file/d/1OmMmKChNj_oQIpmG4wS6k2ZjJf1YywAL" target="_blank" rel="noopener noreferrer" class="cert-link">
706
+ Sencond Prize - MOE-level Student Scientific Research
707
+ <i class="ri-link"></i>
708
+ </a>
709
+ </h4>
710
  <p class="award-date">June 2025</p>
711
+ <p style="color: var(--text-secondary); font-size: 0.9rem">
712
+ <strong>Research project:</strong> Research on building question answering system for Vietnamese legal documents
713
+ </p>
714
  </div>
715
  </div>
716
  <div class="award-item">
717
  <div class="award-icon"><i class="ri-honour-line"></i></div>
718
  <div class="award-info">
719
+ <h4>
720
+ <a href="https://www.facebook.com/reel/1962974367572405" target="_blank" rel="noopener noreferrer" class="cert-link">
721
+ Excellence Graduate Thesis Presentation
722
+ <i class="ri-link"></i>
723
+ </a>
724
+ </h4>
725
  <p class="award-date">June 2025</p>
726
+ <p style="color: var(--text-secondary); font-size: 0.9rem">
727
+ <strong>Thesis title:</strong> A Study of Vietnamese Legal Question Answering with Pre-trained and Large Language Models
728
+ </p>
729
  </div>
730
  </div>
731
  <div class="award-item">
732
  <div class="award-icon"><i class="ri-honour-line"></i></div>
733
  <div class="award-info">
734
  <h4>
735
+ <a href="BLANK" target="_blank" rel="noopener noreferrer" class="cert-link">
736
+ First Prize - University-level Student Scientific Research
737
+ <i class="ri-link"></i>
738
+ </a>
739
  </h4>
740
  <p class="award-date">May 2025</p>
741
+ <p style="color: var(--text-secondary); font-size: 0.9rem">
742
+ <strong>Research project:</strong> Research on building question answering system for Vietnamese legal documents
743
+ </p>
744
  </div>
745
  </div>
746
  <div class="award-item">
747
  <div class="award-icon"><i class="ri-honour-line"></i></div>
748
  <div class="award-info">
749
+ <h4>
750
+ <a href="BLANK" target="_blank" rel="noopener noreferrer" class="cert-link">
751
+ First Prize - Faculty-level Student Scientific Research
752
+ <i class="ri-link"></i>
753
+ </a>
754
+ </h4>
755
  <p class="award-date">March 2025</p>
756
+ <p style="color: var(--text-secondary); font-size: 0.9rem">
757
+ <strong>Research project:</strong> Research on building question answering system for Vietnamese legal documents
758
+ </p>
759
  </div>
760
  </div>
761
  <div class="award-item">
762
  <div class="award-icon"><i class="ri-honour-line"></i></div>
763
  <div class="award-info">
764
  <h4>
765
+ <a href="BLANK" target="_blank" rel="noopener noreferrer" class="cert-link">
766
+ Second Prize - Faculty-level Student Scientific Research
767
+ <i class="ri-link"></i>
768
+ </a>
769
  </h4>
770
  <p class="award-date">June 2024</p>
771
+ <p style="color: var(--text-secondary); font-size: 0.9rem">
772
+ <strong>Research project:</strong> Research on developing a student attendance system using facial recognition and detecting unusual behavior in the classroom
773
+ </p>
774
  </div>
775
  </div>
776
  <div class="award-item">
 
871
 
872
  <!-- Footer -->
873
  <footer>
874
+ <p>© 2026 Truong-Phuc Nguyen. All rights reserved.</p>
875
  </footer>
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  <script src="script.js"></script>