Mina Lee
이민아
李旼雅 (Lǐ mínyǎ)
I am a fifth year PhD student in Computer Science at Stanford
advised by Percy Liang.
minalee@cs.stanford.edu
Stanford Artificial Intelligence Lab
Stanford Natural Language Processing Group
Center for Research on Foundation Models
AI-Assisted Writing
Interests
My research goal is to enhance our productivity and creativity in the writing process by leveraging Natural Language Processing techniques. From helping users type sentences faster, to inspiring writers to come up with something creative, to helping developers write code more easily, I am interested in the interaction between human and computer and how technology can aid humans to be better writers.
Writing Assistant · Creativity Support Tools · Natural Language Processing
Research
On the Opportunities and Risks of Foundation Models
Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch, Dallas Card, Rodrigo Castellon, Niladri Chatterji, Annie Chen, Kathleen Creel, Jared Quincy Davis, Dora Demszky, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren Gillespie, Karan Goel, Noah Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Koh, Mark Krass, Ranjay Krishna, Rohith Kuditipudi, Ananya Kumar, Faisal Ladhak, Mina Lee, Tony Lee, Jure Leskovec, Isabelle Levent, Xiang Lisa Li, Xuechen Li, Tengyu Ma, Ali Malik, Christopher D. Manning, Suvir Mirchandani, Eric Mitchell, Zanele Munyikwa, Suraj Nair, Avanika Narayan, Deepak Narayanan, Ben Newman, Allen Nie, Juan Carlos Niebles, Hamed Nilforoshan, Julian Nyarko, Giray Ogut, Laurel Orr, Isabel Papadimitriou, Joon Sung Park, Chris Piech, Eva Portelance, Christopher Potts, Aditi Raghunathan, Rob Reich, Hongyu Ren, Frieda Rong, Yusuf Roohani, Camilo Ruiz, Jack Ryan, Christopher Ré, Dorsa Sadigh, Shiori Sagawa, Keshav Santhanam, Andy Shih, Krishnan Srinivasan, Alex Tamkin, Rohan Taori, Armin W. Thomas, Florian Tramèr, Rose E. Wang, William Wang , Bohan Wu, Jiajun Wu, Yuhuai Wu, Sang Michael Xie, Michihiro Yasunaga, Jiaxuan You, Matei Zaharia, Michael Zhang, Tianyi Zhang, Xikun Zhang, Yuhui Zhang, Lucia Zheng, Kaitlyn Zhou, Percy Liang
arXiv 2021
–
Swords ⚔️: A Benchmark for Lexical Substitution
with Improved Data Coverage and Quality
Mina Lee*, Chris Donahue*, Robin Jia, Alexander Iyabor, Percy Liang
NAACL 2021
paper · code · codalab
–
Enabling Language Models to Fill in the Blanks
Chris Donahue, Mina Lee, Percy Liang
ACL 2020
paper · code · demo · blog · slides · talk
–
Learning Autocomplete Systems as a Communication Game
Mina Lee, Tatsunori Hashimoto, Percy Liang
NeurIPS 2019 Workshop on Emergent Communication
Selected for Contributed Talk
paper · code · poster · slides · talk
–
SPoC: Search-based Pseudocode to Code
Sumith Kulal, Panupong Pasupat, Kartik Chandra, Mina Lee, Oded Padon, Alex Aiken, Percy Liang
NeurIPS 2019
paper · website
–
Synthesizing Regular Expressions from Examples
for Introductory Automata Assignments
Mina Lee*, Sunbeom So*, Hakjoo Oh
GPCE 2016
Best Paper Award
paper · code · poster · blog
Teaching Assistant
CS224N Natural Language Processing with Deep Learning at Stanford University (2020)
CPSC261 Basics of Computer Systems at University of British Columbia (2015)
Education
Stanford University, Stanford, CA, USA (2017 – Present)
Ph.D. Student in Computer Science
Korea University, Seoul, Republic of Korea (2016)
Bachelor of Science in Computer Science and Engineering
Bachelor of Engineering in Software Technology and Enterprise Program
University of British Columbia, Vancouver, BC, Canada (2015)
Exchange Student
Internship
Facebook, Menlo Park, CA, USA (2018)
Software Engineer Intern
Invited Talk
SNU (Seoul National University) AI Summer School – Writing with Artificial Intelligence (2021) talk · slides
Square – Learning Autocomplete Systems via Unsupervised, Weakly Supervised, Supervised Learning (2020)
Service
Mentoring
Stanford CS224N Project Mentoring (2020, 2021)
Stanford CS Summer Undergraduate Research Program (CURIS) (2020)
Stanford AI Lab (SAIL) Undergraduate Mentoring Program (2019, 2020)
Review
NeurIPS Review (2021)
ACL-IJCNLP Review (2021)
Media
Interview
[스탠퍼드AI대학원생 인터뷰] 학생 공동체 간 활동, 배움의 기회로 연결 (2021) AI Times
Stanford School of Engineering Spotlights (2018) Facebook · Instagram · Twitter
Book
지금 알려줄게요, 미국대학원 (2017)
