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  1. achievements.html +461 -0
  2. experience.html +453 -0
  3. publications.html +275 -0
achievements.html ADDED
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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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+ <meta name="viewport" content="width=device-width, initial-scale=1.0" />
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+ <title>Achievements | Truong-Phuc Nguyen</title>
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+ <link rel="stylesheet" href="style.css" />
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+ <link
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+ href="https://cdn.jsdelivr.net/npm/remixicon@4.0.0/fonts/remixicon.css"
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+ rel="stylesheet"
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+ />
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+ </head>
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+ <body>
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+ <!-- Circuit traces background -->
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+ <svg
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+ style="
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+ position: fixed;
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+ inset: 0;
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+ width: 100%;
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+ viewBox="0 0 1600 900"
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+ preserveAspectRatio="xMidYMid slice"
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+ >
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+ />
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+ <path d="M120,900 V700 L160,660 H300" />
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+ </g>
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+ </svg>
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+
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+ <!-- Navigation -->
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+ <nav>
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+ <div class="nav-container">
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+ <a href="index.html" class="logo"><i class="ri-star-fill"></i></a>
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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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+ <ul class="nav-links" id="navLinks">
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+ <li><a href="index.html#about">About</a></li>
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+ <li><a href="index.html#education">Education</a></li>
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+ <li><a href="publications.html">Publications</a></li>
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+ <li><a href="experience.html">Experience</a></li>
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+ <li>
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+ <a href="achievements.html" class="nav-active">Achievements</a>
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+ </li>
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+ <li><a href="index.html#contact">Contact</a></li>
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+ </ul>
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+ </div>
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+ </nav>
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+
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+ <div class="container" style="padding-top: 7rem">
78
+ <div class="page-header">
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+ <a href="index.html" class="back-link"
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+ ><i class="ri-arrow-left-line"></i> Back</a
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+ >
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+ <h2 class="section-title">Achievements</h2>
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+ </div>
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+
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+ <!-- Academic Competitions -->
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+ <section>
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+ <div class="glass-card">
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+ <h3 style="color: var(--accent); margin-bottom: 1.5rem">
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+ <i class="ri-trophy-line"></i> Academic Competitions
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+ </h3>
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+ <div class="awards-grid">
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+ <div class="award-item">
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+ <div class="award-icon"><i class="ri-trophy-line"></i></div>
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+ <div class="award-info">
95
+ <h4>ALQAC 2025 Competition</h4>
96
+ <p class="award-date">July 2025</p>
97
+ <p style="color: var(--text-secondary); font-size: 0.9rem">
98
+ Top #4 in Legal Question Answering (0.9756 Accuracy) and Top
99
+ #5 in Legal Information Retrieval (0.8482 F2-Score)
100
+ </p>
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+ </div>
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+ </div>
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+ <div class="award-item">
104
+ <div class="award-icon"><i class="ri-trophy-line"></i></div>
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+ <div class="award-info">
106
+ <h4>ALQAC 2024 Competition</h4>
107
+ <p class="award-date">July 2024</p>
108
+ <p style="color: var(--text-secondary); font-size: 0.9rem">
109
+ Top #5 in Legal Question Answering task
110
+ </p>
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+ </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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+
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+ <!-- Certifications -->
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+ <section>
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+ <div class="glass-card">
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+ <h3 style="color: var(--accent); margin-bottom: 1.5rem">
121
+ <i class="ri-verified-badge-line"></i> Certifications
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+ </h3>
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+ <div class="timeline">
124
+ <div class="timeline-item">
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+ <div class="timeline-date">November 2025</div>
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+ <h3>
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+ <a
128
+ href="https://drive.google.com/file/d/1BChW5jv_c_w6l0zYkHbM7YcfNnBDhbOG"
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+ target="_blank"
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+ rel="noopener noreferrer"
131
+ class="cert-link"
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+ >
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+ KSE 2025 Certification of Presentation <i class="ri-link"></i>
134
+ </a>
135
+ </h3>
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+ </div>
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+ <div class="timeline-item">
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+ <div class="timeline-date">July 2025</div>
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+ <h3>
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+ <a
141
+ href="BLANK"
142
+ target="_blank"
143
+ rel="noopener noreferrer"
144
+ class="cert-link"
145
+ >
146
+ TOEIC Reading &amp; Listening <i class="ri-link"></i>
147
+ </a>
148
+ </h3>
149
+ </div>
150
+ <div class="timeline-item">
151
+ <div class="timeline-date">February 2025</div>
152
+ <h3>
153
+ <a
154
+ href="https://drive.google.com/file/d/1hfjzTfOE7g5Z00r9lnCeiuCYvUAEQYqM"
155
+ target="_blank"
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+ rel="noopener noreferrer"
157
+ class="cert-link"
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+ >
159
+ Hugging Face Agents Course <i class="ri-link"></i>
160
+ </a>
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+ </h3>
162
+ </div>
163
+ <div class="timeline-item">
164
+ <div class="timeline-date">December 2024</div>
165
+ <h3>
166
+ <a
167
+ href="https://drive.google.com/file/d/1kLpV4UPiM5p35W19peId4IxBLU3ZOnNO"
168
+ target="_blank"
169
+ rel="noopener noreferrer"
170
+ class="cert-link"
171
+ >
172
+ SOICT 2024 Presentation - Conference Presentation
173
+ Certification <i class="ri-link"></i>
174
+ </a>
175
+ </h3>
176
+ </div>
177
+ <div class="timeline-item">
178
+ <div class="timeline-date">February 2024</div>
179
+ <h3>
180
+ <a
181
+ href="https://www.coursera.org/account/accomplishments/verify/WLBFF5JSP4KR"
182
+ target="_blank"
183
+ rel="noopener noreferrer"
184
+ class="cert-link"
185
+ >
186
+ Stanford Machine Learning Specialization
187
+ <i class="ri-link"></i>
188
+ </a>
189
+ </h3>
190
+ </div>
191
+ <div class="timeline-item">
192
+ <div class="timeline-date">November 2022</div>
193
+ <h3>
194
+ <a
195
+ href="https://www.coursera.org/account/accomplishments/professional-cert/A6Z4LZPH9QWB"
196
+ target="_blank"
197
+ rel="noopener noreferrer"
198
+ class="cert-link"
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+ >
200
+ Google Data Analytics Professional Certificate
201
+ <i class="ri-link"></i>
202
+ </a>
203
+ </h3>
204
+ </div>
205
+ </div>
206
+ </div>
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+ </section>
208
+
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+ <!-- Scholarships -->
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+ <section>
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+ <div class="glass-card">
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+ <h3 style="color: var(--accent); margin-bottom: 1.5rem">
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+ <i class="ri-hand-coin-line"></i> Scholarships
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+ </h3>
215
+ <div class="awards-grid">
216
+ <div class="award-item">
217
+ <div class="award-icon"><i class="ri-star-line"></i></div>
218
+ <div class="award-info">
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+ <h4>
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+ <a
221
+ href="https://drive.google.com/file/d/15Wkn5Zpp1qmXZShZHYFDYsWd9LmL8Q8J/view?usp=sharing"
222
+ target="_blank"
223
+ rel="noopener noreferrer"
224
+ class="cert-link"
225
+ >
226
+ NCU Scholarship for Master Students <i class="ri-link"></i>
227
+ </a>
228
+ </h4>
229
+ <p class="award-date">May 2026</p>
230
+ <p style="color: var(--text-secondary); font-size: 0.9rem">
231
+ Full tuition and credit fee waiver with 6.000 NT$/month
232
+ stipend
233
+ </p>
234
+ </div>
235
+ </div>
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+ <div class="award-item">
237
+ <div class="award-icon"><i class="ri-star-line"></i></div>
238
+ <div class="award-info">
239
+ <h4>
240
+ <a
241
+ href="https://drive.google.com/file/d/15Wkn5Zpp1qmXZShZHYFDYsWd9LmL8Q8J/view?usp=sharing"
242
+ target="_blank"
243
+ rel="noopener noreferrer"
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+ class="cert-link"
245
+ >
246
+ TOYOTA Excellence Academic Scholarship
247
+ <i class="ri-link"></i>
248
+ </a>
249
+ </h4>
250
+ <p class="award-date">November 2024</p>
251
+ </div>
252
+ </div>
253
+ <div class="award-item">
254
+ <div class="award-icon"><i class="ri-bard-line"></i></div>
255
+ <div class="award-info">
256
+ <h4>
257
+ <a
258
+ href="BLANK"
259
+ target="_blank"
260
+ rel="noopener noreferrer"
261
+ class="cert-link"
262
+ >
263
+ Academic Excellence Scholarships <i class="ri-link"></i>
264
+ </a>
265
+ </h4>
266
+ <p class="award-date">2021–2025</p>
267
+ <p style="color: var(--text-secondary); font-size: 0.9rem">
268
+ 4 Academic Excellence &amp; 8 Talented Program Scholarships —
269
+ Consistently ranked #1 in CS program
270
+ </p>
271
+ </div>
272
+ </div>
273
+ <div class="award-item">
274
+ <div class="award-icon"><i class="ri-star-line"></i></div>
275
+ <div class="award-info">
276
+ <h4>
277
+ <a
278
+ href="BLANK"
279
+ target="_blank"
280
+ rel="noopener noreferrer"
281
+ class="cert-link"
282
+ >
283
+ Full Tuition Waiver <i class="ri-link"></i>
284
+ </a>
285
+ </h4>
286
+ <p class="award-date">2021–2023</p>
287
+ <p style="color: var(--text-secondary); font-size: 0.9rem">
288
+ Two consecutive academic years
289
+ </p>
290
+ </div>
291
+ </div>
292
+ </div>
293
+ </div>
294
+ </section>
295
+
296
+ <!-- Awards -->
297
+ <section>
298
+ <div class="glass-card">
299
+ <h3 style="color: var(--accent); margin-bottom: 1.5rem">
300
+ <i class="ri-award-fill"></i> Awards
301
+ </h3>
302
+ <div class="awards-grid">
303
+ <div class="award-item">
304
+ <div class="award-icon"><i class="ri-honour-line"></i></div>
305
+ <div class="award-info">
306
+ <h4>
307
+ <a
308
+ href="https://drive.google.com/file/d/1OmMmKChNj_oQIpmG4wS6k2ZjJf1YywAL"
309
+ target="_blank"
310
+ rel="noopener noreferrer"
311
+ class="cert-link"
312
+ >
313
+ Second Prize - MOE-level Student Scientific Research
314
+ <i class="ri-link"></i>
315
+ </a>
316
+ </h4>
317
+ <p class="award-date">June 2025</p>
318
+ <p style="color: var(--text-secondary); font-size: 0.9rem">
319
+ <strong>Research project:</strong> Research on building
320
+ question answering system for Vietnamese legal documents
321
+ </p>
322
+ </div>
323
+ </div>
324
+ <div class="award-item">
325
+ <div class="award-icon"><i class="ri-honour-line"></i></div>
326
+ <div class="award-info">
327
+ <h4>
328
+ <a
329
+ href="https://www.facebook.com/reel/1962974367572405"
330
+ target="_blank"
331
+ rel="noopener noreferrer"
332
+ class="cert-link"
333
+ >
334
+ Excellence Graduate Thesis Presentation
335
+ <i class="ri-link"></i>
336
+ </a>
337
+ </h4>
338
+ <p class="award-date">June 2025</p>
339
+ <p style="color: var(--text-secondary); font-size: 0.9rem">
340
+ <strong>Thesis title:</strong> A Study of Vietnamese Legal
341
+ Question Answering with Pre-trained and Large Language Models
342
+ </p>
343
+ </div>
344
+ </div>
345
+ <div class="award-item">
346
+ <div class="award-icon"><i class="ri-honour-line"></i></div>
347
+ <div class="award-info">
348
+ <h4>
349
+ <a
350
+ href="BLANK"
351
+ target="_blank"
352
+ rel="noopener noreferrer"
353
+ class="cert-link"
354
+ >
355
+ First Prize - University-level Student Scientific Research
356
+ <i class="ri-link"></i>
357
+ </a>
358
+ </h4>
359
+ <p class="award-date">May 2025</p>
360
+ <p style="color: var(--text-secondary); font-size: 0.9rem">
361
+ <strong>Research project:</strong> Research on building
362
+ question answering system for Vietnamese legal documents
363
+ </p>
364
+ </div>
365
+ </div>
366
+ <div class="award-item">
367
+ <div class="award-icon"><i class="ri-honour-line"></i></div>
368
+ <div class="award-info">
369
+ <h4>
370
+ <a
371
+ href="BLANK"
372
+ target="_blank"
373
+ rel="noopener noreferrer"
374
+ class="cert-link"
375
+ >
376
+ First Prize - Faculty-level Student Scientific Research
377
+ <i class="ri-link"></i>
378
+ </a>
379
+ </h4>
380
+ <p class="award-date">March 2025</p>
381
+ <p style="color: var(--text-secondary); font-size: 0.9rem">
382
+ <strong>Research project:</strong> Research on building
383
+ question answering system for Vietnamese legal documents
384
+ </p>
385
+ </div>
386
+ </div>
387
+ <div class="award-item">
388
+ <div class="award-icon"><i class="ri-honour-line"></i></div>
389
+ <div class="award-info">
390
+ <h4>
391
+ <a
392
+ href="BLANK"
393
+ target="_blank"
394
+ rel="noopener noreferrer"
395
+ class="cert-link"
396
+ >
397
+ Second Prize - Faculty-level Student Scientific Research
398
+ <i class="ri-link"></i>
399
+ </a>
400
+ </h4>
401
+ <p class="award-date">June 2024</p>
402
+ <p style="color: var(--text-secondary); font-size: 0.9rem">
403
+ <strong>Research project:</strong> Research on developing a
404
+ student attendance system using facial recognition and
405
+ detecting unusual behavior in the classroom
406
+ </p>
407
+ </div>
408
+ </div>
409
+ <div class="award-item">
410
+ <div class="award-icon"><i class="ri-honour-line"></i></div>
411
+ <div class="award-info">
412
+ <h4>Outstanding Student (5 Goods)</h4>
413
+ <p class="award-date">April 2023</p>
414
+ </div>
415
+ </div>
416
+ <div class="award-item">
417
+ <div class="award-icon"><i class="ri-honour-line"></i></div>
418
+ <div class="award-info">
419
+ <h4>First Prize - University-level English Olympic</h4>
420
+ <p class="award-date">February 2022</p>
421
+ </div>
422
+ </div>
423
+ </div>
424
+ </div>
425
+ </section>
426
+ </div>
427
+
428
+ <footer>
429
+ <p>© 2026 Truong-Phuc Nguyen. All rights reserved.</p>
430
+ </footer>
431
+
432
+ <button class="theme-toggle-fixed" onclick="toggleTheme()" title="Toggle light/dark mode">
433
+ <i class="ri-sun-line" id="themeIcon"></i>
434
+ </button>
435
+
436
+ <script>
437
+ function toggleMenu() {
438
+ document.getElementById("navLinks").classList.toggle("active");
439
+ }
440
+ (function() {
441
+ const saved = localStorage.getItem('theme');
442
+ if (saved === 'light') {
443
+ document.documentElement.setAttribute('data-theme', 'light');
444
+ document.getElementById('themeIcon').className = 'ri-moon-line';
445
+ }
446
+ })();
447
+ function toggleTheme() {
448
+ const isLight = document.documentElement.getAttribute('data-theme') === 'light';
449
+ if (isLight) {
450
+ document.documentElement.removeAttribute('data-theme');
451
+ localStorage.setItem('theme', 'dark');
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+ document.getElementById('themeIcon').className = 'ri-sun-line';
453
+ } else {
454
+ document.documentElement.setAttribute('data-theme', 'light');
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+ localStorage.setItem('theme', 'light');
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+ document.getElementById('themeIcon').className = 'ri-moon-line';
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+ }
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+ }
459
+ </script>
460
+ </body>
461
+ </html>
experience.html ADDED
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1
+ <!doctype html>
2
+ <html lang="en">
3
+ <head>
4
+ <meta charset="UTF-8" />
5
+ <meta name="viewport" content="width=device-width, initial-scale=1.0" />
6
+ <title>Experience | Truong-Phuc Nguyen</title>
7
+ <link rel="stylesheet" href="style.css" />
8
+ <link
9
+ href="https://cdn.jsdelivr.net/npm/remixicon@4.0.0/fonts/remixicon.css"
10
+ rel="stylesheet"
11
+ />
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+ </head>
13
+ <body>
14
+ <!-- Circuit traces background -->
15
+ <svg
16
+ style="
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+ position: fixed;
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+ inset: 0;
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+ width: 100%;
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+ height: 100%;
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+ z-index: -1;
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+ pointer-events: none;
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+ "
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+ viewBox="0 0 1600 900"
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+ preserveAspectRatio="xMidYMid slice"
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+ aria-hidden="true"
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+ >
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+ <g stroke="rgba(245,166,35,.10)" stroke-width="1.5" fill="none">
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+ <path d="M0,120 H280 L320,160 H560" />
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+ <circle
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+ cx="560"
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+ cy="160"
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+ r="4"
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+ fill="rgba(245,166,35,.25)"
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+ stroke="none"
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+ <div class="glass-card">
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+ <div class="timeline">
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+ <div class="timeline-item">
101
+ <div class="timeline-date">August 2025 - January 2026</div>
102
+ <h3>
103
+ MedMAS: Multi-agent System for Pre-intake Clinical Note
104
+ Generation in Conversation
105
+ </h3>
106
+ <p style="color: var(--accent); font-weight: 600">
107
+ BioInfomatic Laboratory, Feng Chia University, Taiwan
108
+ </p>
109
+ <p class="timeline-content">
110
+ Building a multi-agent system that extracts patient information
111
+ through conversations, generates targeted follow-up questions to
112
+ gather comprehensive patient data, and creates detailed
113
+ pre-visit clinical reports. This streamlines the examination
114
+ process, saving physician time and improving patient experience
115
+ during medical consultations. The system is evaluated across
116
+ three core tasks: Named Entity Recognition (NER), Question
117
+ Generation (QG), and Summarization, achieving state-of-the-art
118
+ results on both MTS-Dialog and CliniKnote benchmark datasets,
119
+ demonstrating the superiority of multi-agent architectures over
120
+ conventional approaches such as in-context learning and
121
+ instruction-tuning in the medical domain.
122
+ </p>
123
+ <p
124
+ style="
125
+ color: var(--text-secondary);
126
+ font-size: 0.9rem;
127
+ margin-top: 0.5rem;
128
+ "
129
+ >
130
+ <strong>Advisor:</strong> Prof. Fang-Rong Hsu
131
+ </p>
132
+ </div>
133
+
134
+ <div class="timeline-item">
135
+ <div class="timeline-date">September 2024 - January 2026</div>
136
+ <h3>ViLegalLM: Language Models for Vietnamese Legal Text</h3>
137
+ <p style="color: var(--accent); font-weight: 600">
138
+ NLU Laboratory, Hung Yen University of Technology and Education
139
+ </p>
140
+ <p class="timeline-content">
141
+ ViLegalLM comprises one representation model (135M) and two
142
+ generation models (1.54B, 1.72B) specifically for Vietnamese
143
+ legal text through continual pretraining on newly 16GB of
144
+ high-quality legal documents. ViLegalLM achieves
145
+ state-of-the-art performance across 10 benchmarks spanning four
146
+ main tasks: Information Retrieval (IR), Question Answering (QA),
147
+ Natural Language Inference (NLI), and Syllogism Reasoning,
148
+ outperforming 7 state-of-the-art Vietnamese models and
149
+ establishing new strong baselines for Vietnamese legal text
150
+ processing. The project also contributes three large-scale
151
+ synthetic training datasets to address the shortage of
152
+ high-quality legal training data in Vietnam.
153
+ </p>
154
+ <p
155
+ style="
156
+ color: var(--text-secondary);
157
+ font-size: 0.9rem;
158
+ margin-top: 0.5rem;
159
+ "
160
+ >
161
+ <strong>Advisor:</strong> Assoc. Prof. Minh-Tien Nguyen
162
+ </p>
163
+ </div>
164
+
165
+ <div class="timeline-item">
166
+ <div class="timeline-date">August 2025 - September 2025</div>
167
+ <h3>Adaptive Weighted Ensemble for Legal Text Processing</h3>
168
+ <p style="color: var(--accent); font-weight: 600">
169
+ NLU Laboratory, Hung Yen University of Technology and Education,
170
+ Vietnam
171
+ </p>
172
+ <p class="timeline-content">
173
+ Designed a framework combining multiple bi-encoders through
174
+ query-specific confidence calculation, advanced dynamic
175
+ weighting, and ensemble score fusion with cross-encoder
176
+ reranker. Achieved 3rd place in Legal Information Retrieval task
177
+ (F2-score: 0.8482, 7.51% improvement) and 2nd place in Legal
178
+ Question Answering (97.56% accuracy) in ALQAC 2025 Competition.
179
+ Paper accepted at 17th International Conference on Knowledge and
180
+ System Engineering (KSE 2025).
181
+ </p>
182
+ <p
183
+ style="
184
+ color: var(--text-secondary);
185
+ font-size: 0.9rem;
186
+ margin-top: 0.5rem;
187
+ "
188
+ >
189
+ <strong>Advisor:</strong> Assoc. Prof. Minh-Tien Nguyen
190
+ </p>
191
+ </div>
192
+
193
+ <div class="timeline-item">
194
+ <div class="timeline-date">February 2024 - September 2025</div>
195
+ <h3>
196
+ IntelliChat - Question Answering System for Vietnam Legal
197
+ Documents
198
+ </h3>
199
+ <p style="color: var(--accent); font-weight: 600">
200
+ NLU Laboratory, Hung Yen University of Technology and Education,
201
+ Vietnam
202
+ </p>
203
+ <p class="timeline-content">
204
+ Built a demo legal question-answering system for Vietnamese,
205
+ integrating information retrieval with answer
206
+ extraction/generation optimized for the legal domain.
207
+ IntelliChat outperforms GPT-3.5 and state-of-the-art open-source
208
+ LLMs (~7B parameters) in both automatic and human evaluations,
209
+ and is deployed online to enable Vietnamese citizens to
210
+ independently access and understand legal documents.
211
+ </p>
212
+ <p
213
+ style="
214
+ color: var(--text-secondary);
215
+ font-size: 0.9rem;
216
+ margin-top: 0.5rem;
217
+ "
218
+ >
219
+ <strong>Advisor:</strong> Assoc. Prof. Minh-Tien Nguyen
220
+ </p>
221
+ </div>
222
+
223
+ <div class="timeline-item">
224
+ <div class="timeline-date">February 2024 - June 2025</div>
225
+ <h3>QACTune - Advanced Legal Information Retrieval Framework</h3>
226
+ <p style="color: var(--accent); font-weight: 600">
227
+ NLU Laboratory, Hung Yen University of Technology and Education,
228
+ Vietnam
229
+ </p>
230
+ <p class="timeline-content">
231
+ Developed a novel fine-tuning framework leveraging
232
+ Question-Context-Answer relationships for enhancing legal
233
+ information retrieval in low-resource settings. Average
234
+ improvements of 3.9% and 4.8% in MAP@100. Published in
235
+ Engineering Applications of Artificial Intelligence (WoS-SCIE,
236
+ Q1, IF: 8.0).
237
+ </p>
238
+ <p
239
+ style="
240
+ color: var(--text-secondary);
241
+ font-size: 0.9rem;
242
+ margin-top: 0.5rem;
243
+ "
244
+ >
245
+ <strong>Advisor:</strong> Assoc. Prof. Minh-Tien Nguyen
246
+ </p>
247
+ </div>
248
+
249
+ <div class="timeline-item">
250
+ <div class="timeline-date">July 2023 - January 2024</div>
251
+ <h3>
252
+ ViEduQAG - Vietnamese Question and Answer Generation in
253
+ Education
254
+ </h3>
255
+ <p style="color: var(--accent); font-weight: 600">
256
+ NLU Laboratory, Hung Yen University of Technology and Education,
257
+ Vietnam
258
+ </p>
259
+ <p class="timeline-content">
260
+ Pioneered Vietnamese Question-Answer Generation research in
261
+ education domain by creating ViEduQA - the first comprehensive
262
+ Vietnamese educational QAG dataset with 12,618 QA pairs across
263
+ 319 lessons from 4 high school subjects. Published in SOICT 2024
264
+ (Springer CCIS).
265
+ </p>
266
+ <p
267
+ style="
268
+ color: var(--text-secondary);
269
+ font-size: 0.9rem;
270
+ margin-top: 0.5rem;
271
+ "
272
+ >
273
+ <strong>Advisor:</strong> Assoc. Prof. Minh-Tien Nguyen
274
+ </p>
275
+ </div>
276
+ </div>
277
+ </div>
278
+ </div>
279
+
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+ <!-- Working Tab -->
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+ <div id="working-tab" class="tab-content">
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+ <div class="glass-card">
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+ <div class="timeline">
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+ <div class="timeline-item">
285
+ <div class="timeline-date">February 2025 – July 2025</div>
286
+ <h3>
287
+ NLP Fresher @ Artificial Intelligence Institute JSC, Hung Yen,
288
+ Vietnam
289
+ </h3>
290
+ <p style="color: var(--accent); font-weight: 600">
291
+ SmartChat - Smart AI Assistant for Vietnamese
292
+ </p>
293
+ <p class="timeline-content">
294
+ Led comprehensive evaluation of large language models for
295
+ production chatbot system, focusing on optimizing performance
296
+ across multiple NLP tasks including document reranking, question
297
+ rewriting, and content generation. Conducted systematic
298
+ benchmarking of state-of-the-art models including GPT-4o-mini,
299
+ Amazon Nova Lite, Amazon Nova Micro, and Amazon Nova Pro.
300
+ </p>
301
+ <p
302
+ style="color: var(--accent); font-weight: 600; margin-top: 1rem"
303
+ >
304
+ AI Assistant for Vietnam Ministry of Agriculture
305
+ </p>
306
+ <p class="timeline-content">
307
+ Developed a comprehensive domain-specific chatbot system
308
+ enabling intelligent question-answering capabilities over legal
309
+ document collections and regulatory text corpora. Built
310
+ innovative text-to-analytics functionality and designed a novel
311
+ document chunking mechanism combining Depth-First Search (DFS)
312
+ algorithms with advanced Regular Expression patterns.
313
+ </p>
314
+ </div>
315
+
316
+ <div class="timeline-item">
317
+ <div class="timeline-date">October 2024 – January 2025</div>
318
+ <h3>AI Intern @ Viettel Telecom Corporation, Hanoi, Vietnam</h3>
319
+ <p style="color: var(--accent); font-weight: 600">
320
+ Per-Title Encoding
321
+ </p>
322
+ <p class="timeline-content">
323
+ Developed and optimized per-title encoding algorithms for video
324
+ compression on the TV360 streaming platform. Implemented
325
+ advanced analysis techniques to assess video complexity and
326
+ dynamically adjust encoding parameters, achieving optimal
327
+ balance between visual quality and file size.
328
+ </p>
329
+ <p
330
+ style="color: var(--accent); font-weight: 600; margin-top: 1rem"
331
+ >
332
+ Video Frame Interpolation
333
+ </p>
334
+ <p class="timeline-content">
335
+ Designed and implemented advanced video frame interpolation
336
+ systems to enhance motion smoothness for TV360 platform content
337
+ delivery. Developed sophisticated interpolation algorithms using
338
+ deep learning techniques to generate high-quality intermediate
339
+ frames.
340
+ </p>
341
+ <p
342
+ style="color: var(--accent); font-weight: 600; margin-top: 1rem"
343
+ >
344
+ Video Quality Assessment for User Generated Content
345
+ </p>
346
+ <p class="timeline-content">
347
+ Built comprehensive video quality assessment frameworks for
348
+ evaluating and enhancing user-generated content on the TV360
349
+ platform using computer vision and machine learning techniques.
350
+ </p>
351
+ </div>
352
+ </div>
353
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354
+ </div>
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+ <!-- Teaching Tab -->
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+ <div class="timeline-item">
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+ <div class="timeline-date">April 2024 – July 2025</div>
362
+ <h3>Natural Language Processing - Teaching Assistant</h3>
363
+ <p style="color: var(--accent); font-weight: 600">
364
+ CS19TN, Hung Yen University of Technology and Education
365
+ </p>
366
+ <p class="timeline-content">
367
+ Assisted in teaching Natural Language Processing course, guiding
368
+ students through fundamental and advanced NLP concepts, helping
369
+ with assignments and projects.
370
+ </p>
371
+ </div>
372
+
373
+ <div class="timeline-item">
374
+ <div class="timeline-date">April 2024 – July 2025</div>
375
+ <h3>Natural Language Processing - Key Mentor</h3>
376
+ <p style="color: var(--accent); font-weight: 600">
377
+ UTEHY-NLU Lab
378
+ </p>
379
+ <p class="timeline-content">
380
+ Mentored students in NLP research projects, guiding them through
381
+ literature review, experimental design, and paper writing.
382
+ </p>
383
+ </div>
384
+
385
+ <div class="timeline-item">
386
+ <div class="timeline-date">December 2023 – July 2025</div>
387
+ <h3>Deep Learning - Key Mentor</h3>
388
+ <p style="color: var(--accent); font-weight: 600">
389
+ UTEHY-NLU Lab
390
+ </p>
391
+ <p class="timeline-content">
392
+ Guided students in deep learning fundamentals and applications,
393
+ covering neural networks, CNNs, RNNs, and Transformers.
394
+ </p>
395
+ </div>
396
+
397
+ <div class="timeline-item">
398
+ <div class="timeline-date">June 2023 – July 2025</div>
399
+ <h3>Machine Learning - Key Mentor</h3>
400
+ <p style="color: var(--accent); font-weight: 600">
401
+ UTEHY-NLU Lab
402
+ </p>
403
+ <p class="timeline-content">
404
+ Mentored students in machine learning concepts and practical
405
+ applications, covering supervised and unsupervised learning
406
+ algorithms.
407
+ </p>
408
+ </div>
409
+ </div>
410
+ </div>
411
+ </div>
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+ <footer>
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+ >
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+ </div>
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+ <!-- Conference Papers -->
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+ <div class="glass-card">
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+ <h3 style="color: var(--accent); margin-bottom: 1.5rem">
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+ <i class="ri-article-line"></i> Conference Papers
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+ </h3>
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+
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+ <div class="publication-item">
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+ <h4>
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+ <a
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+ href="https://2026.aclweb.org/"
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+ target="_blank"
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+ rel="noopener noreferrer"
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+ class="paper-title-link"
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+ >
100
+ [1] ViLegalLM: Language Models for Vietnamese Legal Text<i
101
+ class="ri-link"
102
+ ></i>
103
+ </a>
104
+ </h4>
105
+ <p class="publication-meta">
106
+ <strong>Authors:</strong> <strong>Truong-Phuc Nguyen</strong>,
107
+ Quy-Nhan Nguyen, and Minh-Tien Nguyen<br />
108
+ <strong>Accepted in:</strong> Proceedings of the 64th Annual
109
+ Meeting of the Association for Computational Linguistics (ACL 2026
110
+ - Findings)<br />
111
+ </p>
112
+ </div>
113
+
114
+ <div class="publication-item">
115
+ <h4>
116
+ <a
117
+ href="https://ieeexplore.ieee.org/document/11309584"
118
+ target="_blank"
119
+ rel="noopener noreferrer"
120
+ class="paper-title-link"
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+ >
122
+ [2] UTEHY-NLU@ALQAC 2025: Dynamic Weighted Ensemble and Adaptive
123
+ Reasoning for Vietnamese Legal Text Processing<i
124
+ class="ri-link"
125
+ ></i>
126
+ </a>
127
+ </h4>
128
+ <p class="publication-meta">
129
+ <strong>Authors:</strong> <strong>Truong-Phuc Nguyen</strong>,
130
+ Quy-Nhan Nguyen, Manh-Cuong Phan, Chi-Hai Cao, Trinh-Hoai-An
131
+ Duong, and Minh-Tien Nguyen<br />
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+ <strong>Published in:</strong> Proceedings of 2025 17th
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+ International Conference on Knowledge and System Engineering (KSE
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+ 2025), Da Lat, Vietnam, 2025, pp. 1-5
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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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+ <a
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+ href="https://link.springer.com/chapter/10.1007/978-981-96-4288-5_34"
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+ target="_blank"
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+ rel="noopener noreferrer"
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+ class="paper-title-link"
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+ >
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+ [3] ViEduQA: A New Vietnamese Dataset for Question Answer
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+ Generation in Education<i class="ri-link"></i>
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+ </a>
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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, Pham Quoc-Hung, Nong Quang 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
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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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+ <a
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+ href="https://ieeexplore.ieee.org/document/11063637"
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+ target="_blank"
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+ rel="noopener noreferrer"
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+ class="paper-title-link"
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+ >
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+ [4] Vietnamese Legal Question Answering: An Experimental Study<i
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+ class="ri-link"
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+ ></i>
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+ </a>
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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
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+ International Conference on Knowledge and System Engineering (KSE
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+ 2024), Kuala Lumpur, Malaysia, 2024, pp. 440-446.
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+ </p>
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+ </div>
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+ </div>
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+ </section>
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+
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+ <!-- Journal Articles -->
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+ <section>
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+ <div class="glass-card">
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+ <h3 style="color: var(--accent); margin-bottom: 1.5rem">
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+ <i class="ri-file-paper-2-line"></i> Journal Articles
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+ </h3>
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+
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+ <div class="publication-item">
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+ <h4>
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+ <a
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+ href="https://www.sciencedirect.com/science/article/abs/pii/S0952197625015726"
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+ target="_blank"
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+ rel="noopener noreferrer"
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+ class="paper-title-link"
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+ >
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+ [1] A fine-tuning framework based on question, context, and
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+ answer relationships for enhancing legal information retrieval<i
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+ class="ri-link"
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+ ></i>
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+ </a>
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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, and
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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> SCIE, Q1, IF: 8.0
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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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+ <a
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+ href="https://jst.utehy.edu.vn/index.php/jst/article/view/650"
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+ target="_blank"
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+ rel="noopener noreferrer"
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+ class="paper-title-link"
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+ >
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+ [2] Application of Machine Learning in Image Recognition to
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+ Detect Some Abnormalities in the Examination Rooms<i
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+ class="ri-link"
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+ ></i>
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+ </a>
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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 (University Journal), 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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