Dong-Ho Lee

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: 9 June 2021

Research Interests

Explanation-based Learning, Knowledge Graph, Information Extraction, Natural Language Understanding, Computer-supported Learning


Education

University of Southern California
Master of Science in Computer Science
Aug 2018 – May 2020
Advisor: Dr. Xiang Ren

Sungkyunkwan University
Bachelor of Science in Computer Education
Mar 2012 – Feb 2018

The University of Sheffield
Exchange Student, Computer science
Sep 2016 – Feb 2017


Awards and Scholarships

Best Paper Award,  NAACL 2021 TrustNLP Workshop
Best Paper Award,  KIPS 2018 Spring Conference
Academic Scholarship,  Sungkyunkwan University (Fall 2016)


Research Papers in Conference Proceedings

ForecastQA: A Question Answering Challenge for Event Forecasting
Woojeong Jin, Suji Kim, Rahul Khanna, Dong-Ho Lee, F. Morstatter, A. Galstyan, X. Ren
ACL 2021 [link]

RiddleSense: Answering Riddle Questions as Commonsense
Bill Yuchen Lin, Ziyi Wu, Yichi Yang, Dong-Ho Lee, X. Ren
ACL 2021 Findings [link]

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
ICLR 2021 [link]

Machine-Assisted Script Curation
Manuel R Ciosici, Joseph Cummings, Mitchell DeHaven, Alex Hedges, Yash Kankanampati, Dong-Ho Lee, Ralph Weischedel, Marjorie Freedman
NAACL 2021 Demo Track [link]

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
ACL 2020 [link] [Project]

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
ACL 2020 Demo Track [link] [Project]

AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging
Bill Yuchen Lin*, Dong-Ho Lee*, Frank F. Xu, Ouyu Lan, Xiang Ren
ACL 2019 Demo Track [link] [Github]

Journals

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]