Engineering Manager (Leader)
KAIST School of AI
(Starting in Jan 2021)
I am an Engineering Manager at Naver
and an incoming Assistant Professor at KAIST School of AI.
I currently split my time between leading an R&D team for developing AI products and conducting research
in NLP and machine learning.
I am interested in how the world knowledge can be encoded (e.g. external memory and language model),
accessed (e.g. question answering and dialog), and produced (e.g. reasoning).
I obtained PhD in Computer Science at the University of Washington where I was fortunate to be advised by Hannaneh Hajishirzi and Ali Farhadi and supported by Facebook Fellowship and AI2 Key Scientific Challenges Award. Before that, I obtained BS in Electrical Engineering & Computer Science at the University of California, Berkeley.
Spatial Dependency Parsing for 2D Document Understanding
Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Sohee Yang, Minjoon Seo
Syntactic Question Abstraction and Retrieval for Data-Scarce Semantic Parsing
Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Minjoon Seo
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index
Minjoon Seo*, Jinhyuk Lee*, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh Hajishirzi
[paper] [code] [demo] [slides.pdf] [slides.pptx] [tweet]
Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension
Minjoon Seo, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh Hajishirzi
EMNLP 2018 (short)
[paper] [code] [slides] [website]
Question Answering through Transfer Learning from Large Fine-Grained Supervision Data
Sewon Min, Minjoon Seo, Hannaneh Hajishirzi
ACL 2017 (short)
Are You Smarter than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension
Aniruddha Kembhavi, Minjoon Seo, Dustin Schwenk, Jonghyun Choi, Ali Farhadi, Hannaneh Hajishirzi
BiliCam: Using Mobile Phones to Monitor Newborn Jaundice
best paper nomination
Lilian de Greef, Mayank Goel, Minjoon Seo, Eric Larson, James Stout, James Taylor, Shwetak Patel