CV
Basics
Name | Minh-Nam Tran |
Label | Undergraduate Student & Research Assistant |
minhnam.tran820@gmail.com | |
Phone | (038) 256 3952 |
Url | https://trminhnam.github.io/ |
Summary | A final-year undergraduate student at University of Science - VNUHCM and research assistant at Computational Linguistic Center. I am interested in studying Large Language Models, Large Vision Language Models and their capabilities in natural language understanding. |
Work
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2023.06 - 2023.08 Visiting Research Student
Users and Information Lab, KAIST
- Engaged in a 2-month KAIST School of Computing Summer Internship program under the supervision of Professor Alice Oh and Ph.D candidate Rifki A. Putri.
- Investigated in adapting the multilingual generative pre-trained language models to Vietnamese downstream tasks via multitask instruction learning.
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2023.04 - 2023.10 AI Engineer Internship
Viettel Headquarters - Viettel Group
- Supervised by Dr. Nguyen Van Nam to complete a 6-month internship with two projects: solving table-to-text challenge and tackling text-to-SQL problem using LLMs.
- Ranked in the top 5 of the DS/AI group during the second stage of the internship.
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2022.05 - Present Undergraduate Research Assistant
Computational Linguistics Center, HCMUS-VNUHCM
- Worked as a research assistant, assisting with data analysis and data management for text-to-code problems and large language model applications.
- Collaborated with team of researchers, compiled research findings for the team and contributed to project reports and presentations about large language models.
Education
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2020.09 - 2024.10 Ho Chi Minh, Vietnam
Undergraduate
University of Science, VNUHCM
Computer Science
- Artificial Intelligence
- Machine Learning
- Computer Vision
- Natural Language Processing
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2017.08 - 2020.05 Ho Chi Minh, Vietnam
Awards
- 2023.10.16
2nd price in the 4th AI Challenge Ho Chi Minh City 2023
Center of Science and Technology Development for Youth
Worked in conjunction with a team named “Again,” consisting of four members and implemented an image-text matching pipeline for the efficient retrieval of images from a vast database of 2 million photos using text descriptions.
Certificates
Deep Learning | ||
Coursera | June 20, 2022 |
TensorFlow Developer Cert. | ||
TensorFlow | July 02, 2023 |
Publications
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2024.06.15 Multi-perspective Traffic Video Description Model with Fine-grained Refinement Approach
CVPR 2024
This paper proposes a novel methodology for generating comprehensive descriptions of traffic scenarios combining a vision-language model (VLM) with rule-based refinements to capture pertinently pedestrian vehicle and environment factor.
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2024.06.12 ViGLUE: A Vietnamese General Language Understanding Benchmark and Analysis of Vietnamese Language Models
Association for Computational Linguistics: NAACL 2024
This study introduces ViGLUE, a Vietnamese General Language Understanding Evaluation benchmark, developed through translation, corpus generation, and dataset aggregation. ViGLUE comprises twelve tasks across ten domains, enabling thorough model assessment.
Languages
🇻🇳 Vietnamese | |
Native speaker |
🇬🇧 English | |
IELTS 7.5 (2024), TOEIC (L&R) 915 (2023) |