NLP Researcher

Truong-Phuc
Nguyen

To stand where others cannot,
you must endure what others will not.

Truong-Phuc Nguyen

About Me

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.

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!

Education

September 2026 - present

National Central University, Taoyuan, Taiwan

Master of Computer Science and Information Engineering

September 2021 - July 2025

Hung Yen University of Technology and Education, Hung Yen, Vietnam

Bachelor of Engineering in Computer Science (Gifted and Talented Programs)

  • GPA: 9.04/10
  • Graduation: Excellence
  • Thesis title: A Study of Vietnamese Legal Question Answering with Pre-trained and Large Language Models Presentation
  • Thesis score: 9.9/10

Publications

(selected)

ViLegalLM: Language Models for Vietnamese Legal Text

ACL 2026 (Findings) — Top-tier NLP conference

A fine-tuning framework based on question, context, and answer relationships for enhancing legal information retrieval

Engineering Applications of Artificial Intelligence (EAAI), Elsevier, 2025 — SCIE, Q1, IF: 8.0

UTEHY-NLU@ALQAC 2025: Dynamic Weighted Ensemble and Adaptive Reasoning for Vietnamese Legal Text Processing

KSE 2025, IEEE — Top #4 QA (0.9756 Accuracy) ยท Top #5 IR (0.8482 F2-Score)

View all publications

Experience

(selected)

September 2024 - April 2026

ViLegalLM: Language Models for Vietnamese Legal Text

NLU Laboratory, Hung Yen University of Technology and Education

Continual pretraining of PLM and LLMs on 16GB Vietnamese legal data; SOTA across 10 benchmarks covering IR, QA, NLI, and Reasoning.

August 2025 - January 2026

MedMAS: Multi-agent System for Pre-intake Clinical Note Generation

BioInfomatic Laboratory, Feng Chia University, Taiwan

Multi-agent system achieving SOTA on MTS-Dialog and CliniKnote benchmarks across NER, QG, and Summarization tasks.

February 2025 โ€“ July 2025

NLP Fresher @ Artificial Intelligence Institute JSC

Hung Yen, Vietnam

LLM evaluation and benchmarking for production chatbot; domain-specific QA system for Vietnam Ministry of Agriculture.

View all (research/industry/teaching)

Achievements

(selected)

Get In Touch

n.t.phuc149.cs@gmail.com

Feel free to reach out for collaborations, research opportunities, or just to connect!