Research Programmer Information Science Institute (ISI) University of Southern California
dongho.lee@usc.edu Curriculum Vitae [pdf] Google scholar [link] Github [link] Twitter [link] Last Updated: 12 Jan 2021
Research Interests
Natural Language Processing, Machine Learning, Computer-supported learning
Education
University of Southern California
M.S candidate in Computer Science,
Aug 2018 – May 2020
Advisor: Dr. Xiang Ren
Bachelor of Science in Computer Education,
Mar 2012 – Feb 2018
Total GPA of 4.1 / 4.5 (95.20 / 100) ,
Major GPA of 4.26 / 4.5
Computer science
Exchange Student, Sep 2016 – Feb 2017
Total GPA of 4.42 / 4.5
Research/Paper
Pre-print
[1] RiddleSense: Answering Riddle Questions as Commonsense
Bill Yuchen Lin, Ziyi Wu, Yichi Yang, Dong-Ho Lee, X. Ren
Arxiv [link]
[2] ForecastQA: A Question Answering Challenge for Event Forecasting
Woojeong Jin, Suji Kim, Rahul Khanna, Dong-Ho Lee, F. Morstatter, A. Galstyan, X. Ren
Arxiv [link]
Research Papers in Conference Proceedings
[3] Pre-training Text-to-Text Transformers for Concept-Centric Common Sense
Wangchunshu Zhou*, Dong-Ho Lee*, Ravi kiran Selvam, S. Lee, Bill Y. Lin, X. Ren
in Proc of ICLR 2021 [link]
[4] TriggerNER: Label-Efficient Learning for Named Entity Recognition via Annotating Entity Triggers
Bill Yuchen Lin*, Dong-Ho Lee*, M. Shen, R. Moreno, X. Huang, P. Shiralkar, X. Ren
in Proc of ACL 2020 [link] [Project]
[5] LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation
Dong-Ho Lee*, Rahul Khanna*, Bill Y. Lin, J. Chen, S. Lee, Q. Ye, E. Boschee, L. Neves, X. Ren
in Proc of ACL 2020 Demo Track [link] [Project]
[6] AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging
Bill Yuchen Lin*, Dong-Ho Lee*, Frank F. Xu, Ouyu Lan, Xiang Ren
in Proc of ACL 2019 Demo Track [link] [Github]
Journals
[7] Fake news detection using deep learning
Dong-Ho Lee, J.H Lee, Y.R Kim, H.J Kim, S.M Park, Y.J Yang, W.B Shin
Journal of Information Processing System (JIPS) [link]
Awards and Scholarships
Academic Scholarship, Sungkyunkwan University (Fall 2016)
Projects
Fake news filtering App, Android mobile application
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- ML serving framework. (To show the availability of proposed model in production)
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Teaching Experience
Teaching Assistant, Sungkyunkwan University, Winter & Spring 2016
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- GEDT014-12: Computational Thinking and Software Coding
- Instructor: Oakyoung Han, Ph.D., Jungin Kown, Ph.D
- Instructors conducted a lecture for the theory of computational thinking and software coding and I conducted a lecture for python practice.
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Teaching Internship, Sunrin Internet high school, May 2017
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- Java programming
- Instructor: Eun-Ji Kim, Teacher in high school
- Taught ‘Java Programming’ to second-grade students in high school
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After school teacher, Sangmoon high school, June 2017 to Nov 2017
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- Computer science
- Organized an After School program curriculum for computer science and taught ‘Java, Android, PHP’ to students.
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Work Experience
Sergeant, Republic of Korea Air Force, Aug 2013 to Aug 2015
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- 1st MCRC, OSAN Air Base
- Console and server maintenance for supporting air traffic control
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Software Skills
C, C++, Python, Java, PHP, Android(NDK)
Tensorflow, PyTorch, MXNet
Scrapy, Heritrix, Nutch
MariaDB, PostgreSQL, Redis, Memcached
webserver configuration (Apache, Nginx, Openlitespeed)