Wonjin Yoon (윤원진)
It is pronounced like [Won gin🍸] or [One gene🧬]
Ph.D student @ Korea University.
- Computer Science and Engineering (CSE) Major
Research collaborator of AstraZeneca
- Since Feb.2020 ~ Present
I am interested in Natural Language Processing and BioNLP.
My recent publications are focused on Language Models, QA and NER in biomedical domain.
(Please check: BioBERT (co-first author),
BioASQ (BioASQ7b
and BioASQ 8b).
I am also interested in Computational Biology.
Misc. I love taking pictures and traveling.
I took all the pictures in this webpage by myself!
Hope you enjoy them ; )
2017 ~ Current
Researcher at DMIS Lab, Korea University, Seoul (Jan 2017 ~ )
DMIS
Research collaborator, AstraZeneca (UK & Sweden), (Feb 2020 ~ )
Research Intern @ NAVER (Clova AI), (Sep~Dec, 2019)
2013 ~ 2016
B.S., CSE Major, Class of 2017. Korea University (고려대학교)
Exchange Student at NUS (National Univ. of Singapore) (2015)
Chairperson of KUICS ; Korea University Institute of Computer Security (Club) (2015)
KUICS
Chairperson of KU - Kyunggi high school Alumni Association(YB) (2014)
Chairperson of Inc0gnito Hacking Conference 2014
Incognito Conference
2012
Seoul Kyunggi High School (Class of 2012 ; 108th graduating class)
Sequence tagging for biomedical extractive question answering
Wonjin Yoon, Richard Jackson, Aron Lagerberg and Jaewoo Kang
Work as a research collaborator of AstraZeneca PLC
Bioinformatics, 2022, 1-8
Available on
Bioinformatics
and github
KU-DMIS at BioASQ 9: Data-centric and model-centric approaches for biomedical question answering
Wonjin Yoon, Jaehyo Yoo, Sumin Seo, Mujeen Sung, Minbyul Jeong, Gangwoo Kim and Jaewoo Kang
Original work accepted for BioASQ9b (@CLEF2021) and later invited to CLEF2022 Best of 2021 Labs paper track.
Available on
CLEF 2022 (Best paper track)
and BioASQ 9b (Original paper)
covidAsk: real-time QA system on COVID-19
Jinhyuk Lee, Minbyul Jeong, Mujeen Sung, Wonjin Yoon, Yonghwa Choi, Miyoung Ko, Seok-Won Lee and Jaewoo Kang
Available on
arXiv
and covidAsk
Pre-trained model for biomedical question answering
Wonjin Yoon, Jinhyuk Lee, Donghyeon Kim, Minbyul Jeong and Jaewoo Kang
Available on
arxiv
and github
BioBERT: a pre-trained biomedical language representation model for biomedical text mining
Jinhyuk Lee*, Wonjin Yoon*, Sungdong Kim, Donghyeon Kim, Sunkyu Kim, Chan Ho So and Jaewoo Kang
* Joint co-first authors; these authors contributed equally to the work.
One of the Best Papers for the Natural Language Processing Section of the 2020 IMIA (International Medical Informatics Association) Yearbook
Available on
Bioinformatics and
github(Fine-tuning codes)
* Joint co-first authors; these authors contributed equally to the work.
CollaboNet: collaboration of deep neural networks for biomedical named entity recognition
Wonjin Yoon*, Chan Ho So*, Jinhyuk Lee and Jaewoo Kang
BMC Bioinformatics 2019, 20(Suppl 10):249
Available on
here
(Open access)
and
github
* Joint co-first authors; these authors contributed equally to the work.
A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text Mining
Donghyeon Kim, Jinhyuk Lee, Chan Ho So, Hwisang Jeon, Minbyul Jeong, Yonghwa Choi, Wonjin Yoon, Mujeen Sung, Jaewoo Kang
IEEE Access, vol. 7, pp. 73729-73740, 2019.
Available on
IEEE
(Open access)
and
BERN
E Mail
WonJin Yoon