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| <i class="ri-check-line"></i> NLP Researcher |
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| <h1> |
| <span class="name-colored">Truong-Phuc</span><br /> |
| <span class="name-white">Nguyen</span> |
| </h1> |
| <p class="description"> |
| <i class="ri-arrow-left-double-line"></i> To stand where others |
| cannot,<br /> |
| you must endure what others will not. |
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| |
| <section id="about"> |
| <h2 class="section-title">About Me</h2> |
| <div class="glass-card"> |
| <p style="text-align: justify; line-height: 1.8"> |
| Hi there! I'm Truong-Phuc Nguyen, an NLP researcher from Vietnam. I |
| graduated with a Bachelor of Engineering in Computer Science (Gifted |
| and Talented Programs) with Excellence in July 2025, and will be |
| pursuing a Master's degree at NCU, Taiwan in Fall 2026. |
| </p> |
| <p style="text-align: justify; line-height: 1.8; margin-top: 1rem"> |
| My research focuses on Legal AI for Vietnamese, spanning information |
| retrieval, question answering, text generation, and reasoning. I |
| have also contributed to applying AI in Vietnamese education and |
| healthcare, gaining some experiences along the way. Nice to meet |
| you! |
| </p> |
| </div> |
| </section> |
|
|
| |
| <section id="education"> |
| <h2 class="section-title">Education</h2> |
| <div class="glass-card"> |
| <div class="timeline"> |
| <div class="timeline-item"> |
| <div class="timeline-date">September 2026 - present</div> |
| <h3> |
| <i class="ri-school-line"></i> National Central University, |
| Taoyuan, Taiwan |
| </h3> |
| <p style="color: var(--accent); font-weight: 600"> |
| Master of Computer Science and Information Engineering |
| </p> |
| </div> |
|
|
| <div class="timeline-item"> |
| <div class="timeline-date">September 2021 - July 2025</div> |
| <h3> |
| <i class="ri-school-line"></i> Hung Yen University of Technology |
| and Education, Hung Yen, Vietnam |
| </h3> |
| <p style="color: var(--accent); font-weight: 600"> |
| Bachelor of Engineering in Computer Science (Gifted and Talented |
| Programs) |
| </p> |
| <ul |
| class="publication-meta" |
| style=" |
| margin-top: 1rem; |
| list-style: none; |
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| > |
| <li><strong>GPA:</strong> 9.04/10</li> |
| <li><strong>Graduation:</strong> Excellence</li> |
| <li> |
| <strong>Thesis title:</strong> A Study of Vietnamese Legal |
| Question Answering with Pre-trained and Large Language Models |
| <i class="ri-arrow-right-s-line"></i> |
| <a |
| href="https://www.facebook.com/reel/1962974367572405" |
| target="_blank" |
| rel="noopener noreferrer" |
| class="cert-link" |
| >Presentation <i class="ri-link"></i |
| ></a> |
| </li> |
| <li><strong>Thesis score:</strong> 9.9/10</li> |
| </ul> |
| </div> |
| </div> |
| </div> |
| </section> |
|
|
| |
| <section id="publications"> |
| <h2 class="section-title">Publications</h2> |
| <p class="section-subtitle">(selected)</p> |
|
|
| <div class="glass-card"> |
| <div class="publication-item"> |
| <h4> |
| <a |
| href="https://2026.aclweb.org/" |
| target="_blank" |
| rel="noopener noreferrer" |
| class="paper-title-link" |
| > |
| ViLegalLM: Language Models for Vietnamese Legal Text<i |
| class="ri-link" |
| ></i> |
| </a> |
| </h4> |
| <p class="publication-meta"> |
| ACL 2026 (Findings) — |
| <strong style="color: var(--accent-hover)" |
| >Top-tier NLP conference</strong |
| > |
| </p> |
| </div> |
|
|
| <div class="publication-item"> |
| <h4> |
| <a |
| href="https://www.sciencedirect.com/science/article/abs/pii/S0952197625015726" |
| target="_blank" |
| rel="noopener noreferrer" |
| class="paper-title-link" |
| > |
| A fine-tuning framework based on question, context, and answer |
| relationships for enhancing legal information retrieval<i |
| class="ri-link" |
| ></i> |
| </a> |
| </h4> |
| <p class="publication-meta"> |
| Engineering Applications of Artificial Intelligence (EAAI), |
| Elsevier, 2025 — |
| <strong style="color: var(--accent-hover)" |
| >SCIE, Q1, IF: 8.0</strong |
| > |
| </p> |
| </div> |
|
|
| <div class="publication-item"> |
| <h4> |
| <a |
| href="https://ieeexplore.ieee.org/document/11309584" |
| target="_blank" |
| rel="noopener noreferrer" |
| class="paper-title-link" |
| > |
| UTEHY-NLU@ALQAC 2025: Dynamic Weighted Ensemble and Adaptive |
| Reasoning for Vietnamese Legal Text Processing<i |
| class="ri-link" |
| ></i> |
| </a> |
| </h4> |
| <p class="publication-meta"> |
| KSE 2025, IEEE — |
| <strong style="color: var(--accent-hover)" |
| >Top #4 QA (0.9756 Accuracy) · Top #5 IR (0.8482 |
| F2-Score)</strong |
| > |
| </p> |
| </div> |
|
|
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| <a |
| href="publications.html" |
| class="view-all-btn" |
| style="margin-top: 0" |
| > |
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|
| |
| <section id="experience"> |
| <h2 class="section-title">Experience</h2> |
| <p class="section-subtitle">(selected)</p> |
|
|
| <div class="glass-card"> |
| <div class="timeline"> |
| <div class="timeline-item"> |
| <div class="timeline-date">September 2024 - April 2026</div> |
| <h3>ViLegalLM: Language Models for Vietnamese Legal Text</h3> |
| <p style="color: var(--accent); font-weight: 600"> |
| NLU Laboratory, Hung Yen University of Technology and Education |
| </p> |
| <p class="timeline-content"> |
| Continual pretraining of PLM and LLMs on 16GB Vietnamese legal |
| data; SOTA across 10 benchmarks covering IR, QA, NLI, and |
| Reasoning. |
| </p> |
| </div> |
|
|
| <div class="timeline-item"> |
| <div class="timeline-date">August 2025 - January 2026</div> |
| <h3> |
| MedMAS: Multi-agent System for Pre-intake Clinical Note |
| Generation |
| </h3> |
| <p style="color: var(--accent); font-weight: 600"> |
| BioInfomatic Laboratory, Feng Chia University, Taiwan |
| </p> |
| <p class="timeline-content"> |
| Multi-agent system achieving SOTA on MTS-Dialog and CliniKnote |
| benchmarks across NER, QG, and Summarization tasks. |
| </p> |
| </div> |
|
|
| <div class="timeline-item"> |
| <div class="timeline-date">February 2025 – July 2025</div> |
| <h3>NLP Fresher @ Artificial Intelligence Institute JSC</h3> |
| <p style="color: var(--accent); font-weight: 600"> |
| Hung Yen, Vietnam |
| </p> |
| <p class="timeline-content"> |
| LLM evaluation and benchmarking for production chatbot; |
| domain-specific QA system for Vietnam Ministry of Agriculture. |
| </p> |
| </div> |
| </div> |
|
|
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| <a |
| href="experience.html" |
| class="view-all-btn" |
| style="margin-top: 0" |
| > |
| <i class="ri-briefcase-line"></i> View all |
| (research/industry/teaching) |
| </a> |
| </div> |
| </div> |
| </section> |
|
|
| |
| <section id="achievements"> |
| <h2 class="section-title">Achievements</h2> |
| <p class="section-subtitle">(selected)</p> |
|
|
| <div class="glass-card"> |
| <div class="awards-grid"> |
| <div class="award-item"> |
| <div class="award-icon"><i class="ri-star-line"></i></div> |
| <div class="award-info"> |
| <h4> |
| <a |
| href="https://drive.google.com/file/d/15Wkn5Zpp1qmXZShZHYFDYsWd9LmL8Q8J/view?usp=sharing" |
| target="_blank" |
| rel="noopener noreferrer" |
| class="cert-link" |
| > |
| TOYOTA Excellence Academic Scholarship |
| <i class="ri-link"></i> |
| </a> |
| </h4> |
| <p class="award-date">November 2024</p> |
| </div> |
| </div> |
|
|
| <div class="award-item"> |
| <div class="award-icon"><i class="ri-honour-line"></i></div> |
| <div class="award-info"> |
| <h4> |
| <a |
| href="https://drive.google.com/file/d/1OmMmKChNj_oQIpmG4wS6k2ZjJf1YywAL" |
| target="_blank" |
| rel="noopener noreferrer" |
| class="cert-link" |
| > |
| Second Prize — MOE-level Scientific Research |
| <i class="ri-link"></i> |
| </a> |
| </h4> |
| <p class="award-date">June 2025</p> |
| </div> |
| </div> |
|
|
| <div class="award-item"> |
| <div class="award-icon"><i class="ri-honour-line"></i></div> |
| <div class="award-info"> |
| <h4> |
| <a |
| href="https://www.facebook.com/reel/1962974367572405" |
| target="_blank" |
| rel="noopener noreferrer" |
| class="cert-link" |
| > |
| Excellence Graduate Thesis Presentation |
| <i class="ri-link"></i> |
| </a> |
| </h4> |
| <p class="award-date">June 2025 · Score 9.9/10</p> |
| </div> |
| </div> |
| </div> |
|
|
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| <a |
| href="achievements.html" |
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| style="margin-top: 0" |
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| |
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| <h2 class="section-title">Get In Touch</h2> |
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| <p> |
| <i class="ri-mail-send-line"></i> |
| <a href="mailto:n.t.phuc149.cs@gmail.com" |
| >n.t.phuc149.cs@gmail.com</a |
| > |
| </p> |
| <p style="margin-top: 1rem; color: var(--text-secondary)"> |
| Feel free to reach out for collaborations, research opportunities, |
| or just to connect! |
| </p> |
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| <p>© 2026 Truong-Phuc Nguyen. All rights reserved.</p> |
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