About Me
I am a Ph.D student in the Department of Computer Science and Engineering at Korea University (DMIS Lab) advised by Prof. Jaewoo Kang. My research interests are Natural Language Processing and Graph neural network. Currently, I am focusing on solving biomedical NLP tasks. I’m looking for a industrial research intership for Summer 2023/Autumn 2023/Winter 2023.
I am most skilled in: python (e.g., tensorflow and pytorch)
Publications
Enhancing Label Consistency on Document-level Named Entity Recognition
https://arxiv.org/abs/2210.12949'''Minbyul Jeong''', Jaewoo Kang
BERN2 an advanced neural biomedical named entity recognition and normalization tool
http://bern2.korea.ac.krMujeen Sung, '''Minbyul Jeong''', Yonghwa Choi, Donghyeon Kim, Jinhyuk Lee, Jaewoo Kang
Data-Centric and Model-Centric Approaches for Biomedical Question Answering
https://dl.acm.org/doi/abs/10.1007/978-3-031-13643-6_16Wonjin Yoon, Jaehyo Yoo, Sumin Seo, Mujeen Sung, '''Minbyul Jeong''', Gangwoo Kim, Jaewoo Kang
Graph Transformer Networks Learning Meta-path Graphs to Improve GNNs
https://arxiv.org/abs/2106.06218Seongjun Yun, '''Minbyul Jeong''', Sungdong Yoo, Seunghun Lee, SeanS. Yi, Raehyun Kim, Jaewoo Kang, Hyunwoo J. Kim
'''Minbyul Jeong''', Jaewoo Kang
Transferability of Natural Language Inference to Biomedical Question Answering
https://arxiv.org/abs/2007.00217'''Minbyul Jeong''', Mujeen Sung, Gangwoo Kim, Donghyeon Kim, Wonjin Yoon, Jaehyo Yoo, Jaewoo Kang
Jinhyuk Lee, Sean S. Yi, '''Minbyul Jeong''', Mujeen Sung, Wonjin Yoon, Yonghwa Choi, Miyoung Ko, Jaewoo Kang
Building a PubMed knowledge graph
https://www.nature.com/articles/s41597-020-0543-2Jian Xu, Sunkyu Kim, Min Song, '''Minbyul Jeong''', Donghyeon Kim, Jaewoo Kang, Justing F. Rousseau, Xin Li, Weijia Xu, Vetle I. Torvik, Yi Bu, Chongyan Chen, Islam Akef Ebeid, Daifeng Li, Ying Ding
Seongjun Yun, '''Minbyul Jeong''', Raehyun Kim, Jaewoo Kang, Hyunwoo J. Kim
Wonjin Yoon, Jinhyuk Lee, Donghyeon Kim, '''Minbyul Jeong''', Jaewoo Kang
HATS A Hierarchical Graph Attention Network for Stock Movement Prediction
https://arxiv.org/pdf/1908.07999.pdfRaehyun Kim, Chan Ho So, '''Minbyul Jeong''', Sanghoon Lee, Jinkyu Kim, Jaewoo Kang
A neural named entity recognition and multi-type normalization tool for biomedical text mining
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8730332Donghyeon Kim, Jinhyuk Lee, Chan Ho So, Hwisang Jeon, '''Minbyul Jeong''', Yonghwa Yhoi, Wonjin Yoon, Mujeen Sung, Jaewoo Kang
Awards
1st place at BioASQ9B: A challenge on large-scale biomedical semantic indexing and question answering (Phase B)
1st place at BioASQ8B: A challenge on large-scale biomedical semantic indexing and question answering (Phase B)
1st place at BioASQ7B: A challenge on large-scale biomedical semantic indexing and question answering (Phase B)
Education
Department of Computer Science and Engineering
Advisor: Prof. Jaewoo Kang
GPA: 4.5 / 4.5
B.S. at Korea University
March 2015 - February 2019
Department of Computer Science and Engineering
GPA: 3.65 / 4.5
A Little More About Me
Alongside my interests in networks and software engineering some of my other interests and hobbies are:
- Basketball
- League of Legends
- Drinking beer