Eunchan Lee
Hello! I am a first-year PhD student and currently working at Language & Intelligence Lab in UNIST.🌱
I enjoy learning through experiences and studied math, electronics, computer science, programming, and since 2021 I've been studying AI-based natural language processing (NLP).Specifically, I'm interested in user-friendly NLP system and representation learning for document-level tasks and long text sequences such as book or research paper summarization, story generation, extending new tasks, and prompting large language models.
I consider my strengths to be friendly, kind, open-minded, respectful, generous and charitable attitude, so I'm working towards becoming an AI engineer to develop 'user-friendly (language-intellgence) AI services' with high user experience satisfaction in the future😄!
You may think I'm small, but I have a universe inside my mind.
Education
Ulsan National Institute of Science and Technology (UNIST)
PhD Student, Artificial Intelligence Graduate School • Sep.2023 — Present
Kyungpook National University
Master of Science, Electronic Engineering • Feb.2023
Kyungpook National University
Bachelor of Science, Electronic Engineering • Feb.2021
Experience
Language & Intelligence Lab at UNIST AI
Research Intern • Feb, 2023 — Aug, 2023
Document Summarization, Large Language Model, Vision-Language AI
SKT AI Fellowship
Research Fellowship • May, 2022 — Nov, 2022
Vision-Language AI Research, Story-to-Art Generation for Korean Children
The 29th International Conference on Computational Linguistics (COLING 2022)
Student Volunteer Program • Oct, 2022
Staff member for workshops, tutorials, session, and some special events for NLP Conference held at Gyeongju, South Korea.
Information & Research Center at Kyungpook National University Global Plaza
Student Researcher & Programmer (Institute Labor Scholarship) • May, 2020 — Aug, 2020
Provided data analytics for the university's academic information official website construction project.
Publications
Comparative Study of Multiclass Text Classification in Research Proposals Using Pretrained Language Models
Eunchan Lee, Changhyeon Lee, Sangtae Ahn. • Applied Sciences (SCIE)
Prompt-based In-Context Learning for Korean Question Answering
Eunchan Lee, Sangtae Ahn. • KAIA'2022 (Domestic Conferenec, AI)
Image Generation from Korean Dialogue Text via Prompt-based Few-shot Learning
Eunchan Lee, Sangtae Ahn. • HCLT'22 (Domestic Conference, NLP)
Story to Art Generation using Fine-tuned Stable Diffusion
Seunghoon Lee*, Dongyeop Lee*, Eunchan Lee*, Sangtae Ahn. • KAIA'2022 (Domestic Conferenec, AI)
Generating Literature-Style Sentences based on Summarized Text
Bugwang Choe, Eunchan Lee, Sangtae Ahn. • HCLT'22 (Domestic Conference, NLP)
Improving Performance of Sentiment Classification using Korean Style Transfer based Data Augmentation
Eunwoo Go, Eunchan Lee, Sangtae Ahn. • HCLT'22 (Domestic Conference, NLP)
Awards and Honors
SKT AI Fellowship
Encouraged Prize • Nov. 2022
Proposed Story-to-Art Generation architecture based on Vision-Language model.
Korean Emotion Recognition International Challenge
Bronze Prize • Oct. 2022 — Nov. 2022
Proposed BERT-based modeling.
IBM Qiskit Hackathon Korea 2021
Community Choice Award Winner • Feb. 2021
Proposed Quantum-Neural Network Architecture.
2020 Daegu & Kyungpook AI Programming Competition
Encouraged Prize • Oct. 2020
My first AI programming experience.
Skills
Programming
Python, C, C++, Java, Linux, Javascript, (HTML,CSS), SQL, Embedded-system Programming, Open-Source Programming
Artificial Intelligence Tool
PyTorch, TensorFlow, Transformers, and so on.
English
fluent (speaking, reading, writing)