CV
Education
- Ph.D. in School of Computing, Korea Advanced Institute of Science and Technology (KAIST), 2022
- M.S. in School of Computing, Korea Advanced Institute of Science and Technology (KAIST), 2017
- B.S. in Computer Science & Engineering, Sungkyunkwan University, 2016
Work experience
Applied Scientist at Amazon (Manhattan, NY), Jul 2023 - Current
Applied Scientist Intern at Amazon, Mar 2022 - Jun 2022
Research Scientist Intern at Adobe Research, Sep 2021 - Dec 2021
Awards
- Naver Ph.D. Fellowship, 2020
Academic Service
- Reviewer of ACL Rolling Review (Oct 2021, Nov 2021, Jan 2022, Apr 2022, June 2022, July 2022, Sep 2022), NeurIPS2022, EMNLP 2022, ICLR 2022, NeurIPS 2021, EMNLP 2021, ACL 2021, ICLR 2021
Publications
Talks
Semantic Alignment at Various Context Sizes
Talk at Brainlink - State, Limitations, and Future of Large Language Models (LLM), South Korea
Weakly-Supervised Pre-Training for Multi-Hop Retriever
Talk at KISTI, South Korea
Weakly-Supervised Pre-Training for Multi-Hop Retriever
Talk at Naver, South Korea
Weakly-Supervised Pre-Training for Multi-Hop Retriever
Talk at LG AI Research TechTalk, South Korea
Context-Aware Answer Extraction in Question Answering
Talk at Naver, South Korea
Additive Compositionality of Word Vectors
Talk at Naver TechTalk, South Korea
Hierarchical Dirichlet Gaussian Marked Hawkes Process for Narrative Reconstruction in Continuous Time Domain
Talk at NCSoft AI Day, South Korea
Teaching Experience
- Machine Learning for Social Science, TA, Mar 2019 - Aug 2019
- Artificial Intelligence & Machine Learning, TA, Mar 2017 - Aug 2017
- Data Structure, TA, Sep 2016 - Feb 2017 (TA Excellence Award), Sep 2017 - Feb 2018, Mar 2018 - Aug 2018, Sep 2018 - Feb 2019
Scholarship
- Korea National Science&Technology Scholarship (Mar 2012 - Feb 2016)