2025
- Forget IDP. Agentic Information Extraction is Here.
InsurTech Spring Conference 2025 (2025-04-02).Slides
2024
- Transforming work with LLMs and Document AI
Talk at SmallCon by Predibase (2024-12-11).Slides
- Transforming enterprise productivity with LLMs and Document AI
Invited talk at GDG DevFest Mountain View + SF (2024-11-08).
- The Upstage Duo in Action: From hackathon projects to enterprise use-cases
Pitch at the Lablab AI Agents Hackathon @MindsDB (2024-09-13).Pitch at the LLM x Law Hackathon @Stanford #4 (2024-09-08).
- Upstage Full-stack LLM for Enterprise Use-cases
Invited talk at Hanyang University Dept. of AI LLM Seminar (2024-06-13).Talk at the Unstructured Data Meetup (2024-05-22).Pitch at the AGI Builders Meetup SF (2024-04-30).Pitch at the Bio x AI Hackathon @ AGI House SF (2024-04-27).Pitch at the MongoDB hackathon SF (2024-04-20).Pitch at LLM x Law Hackathon @Stanford #3 (2024-04-07).
2023
- From Failure to Success: 조직구조와 협력 방식
Upstage internal study group (2023-02-12).Slides
2022
- Making AI beneficial: Spreading AI to the broader community
Invited seminar at Seoul National University for the Interdiciplinary Program in Artificial Intelligence (IPAI) (2022-11-03).Slides
- Information extraction in the wild
Invited talk at the Annual Conference on Human and Cognitive Language Technology (HCLT) (2022-10-19).Slides
- Research at Upstage: Focused on information extraction in the wild
Seminar at KAIST Jaegul Choo Lab (2022-08-19).Slides
2021
- AI 시대의 커리어 빌딩: 어떤 직업을 선택해야 하는가
Invited lecture at Ewha Women's University for "이화여자대학교 SW중심대학 사업단: 기술리더십과 창업리더십" with request from Hyunsoo Kim (2021-11-22).Invited lecture at SNU for "융합주제강의: 미래" with request from Kwangkeun Yi (2021-11-05).Slides
- Pretotyping
Upstage NLP team meeting (2021-10-21).Slides
- Making AI Beneficial: 세상에 AI 퍼뜨리기
ICLR Social ML in Korea (2021-05-18).Slides
- AI 시대의 커리어 빌딩: AI 엔지니어 커리어를 시작하는 법
부스트캠프Boostcamp AI Tech (2021-02).Slides
2020
- Retrospection of my four years at NAVER Papago Slides
- Introduction to Papago MT
Lecture at SNU Law School (2020-05-18).Slides
2019
- 파이썬과 커뮤니티와 한국어 오픈데이터
Keynote speech at PyCon Korea (2019-08-17).Slides Speakerdeck
- Machine translation, where are you going?
Invited session at APTIF9 (2019-07-06).Slides
2018
- Deep learning for MT
Invited lecture for Deep learning for NLP @Gachon University (2018-11-08).Slides (pdf)
- Overview on ACL 2018
Naver Techtalks (2018-08-21).Slides (pdf)
- What’s up at NIPS 2017: In the perspective of a machine translation researcher
Naver Public Techtalks @스프링캠프 서울대입구점 (2018-01-25).Slides (html) Slides (pdf)
- 대한민국 정치의 모든 것: IT와 정치의 만남
가천대학교 제4회 학생융합캠프 (2018-01-18).Slides (html) Slides (pdf)
2017
- My model has higher BLEU, can I ship it?: The Joel Test for machine learning systems
Invited talk at AIMLP Workshop, ACML 2017 (2017-11-15).Slides (html) Slides (pdf)
- Intermediate Vim: Yet another editor – simple and powerful
Agile-MT study group (2017-08-11).Slides (html) Slides (pdf)
- Document representations and supervised paragraph vectors
Invited talk at Korea University upon request by Pilsung Kang (2017-02-27).Slides (pdf)
2016
- 내가 그 때 알았더라면 좋았을 것들 Slides (pdf)
2015
- Document classification with distributed representations
Techtalk at Naver Labs (2015-11-14).Slides (pdf)
- The beginner’s guide to 웹 크롤링 (스크래핑)
Invited lecture for the "Methods of International Relations" course at SNU Department of Political Science upon request by Jong Hee Park (2015-10-13).Slideshare
- 헬로, 데이터그램
Invited talk at Datagram Facebook study group (2015-09-04).Slides (html) Slides (pdf)
- 한국어와 NLTK, Gensim의 만남
PyCon Korea 2015 (2015-08-29).Slides (html) Slides (pdf) Slideshare
- 린 정부와 대한민국 정치의 모든 것
Invited talk at Linked Open Data Annual Conference (2015-02-05).Slides (html) Slides (pdf)
2014
- How we open the National Assembly in South Korea with technology (Politics in Korea)
Invited talk at g0v Summit (2014-11-09).Website Github Slides (html) Slides (pdf) Slideshare - Pokr (pronounced "PO ker") aims to list all politicians and bills in South Korea. It currently contains over 14,000 candidates and elected officials of the National Assembly Election. I played a major role in designing and implementing Politics in Korea from back-end to front-end.
- 린 정부와 대한민국 정치의 모든 것
Invited talk at South Korea National Assembly Library (2014-10-17).Slides (html) Slides (pdf)
- 자바 미안하다! Korean NLP with Python (KoNLPy)
PyCon Korea 2014 (2014-08-30).Documentation Slides (html) Slides (pdf) Slideshare
- 별별 데이터 세상: 청년 데이터과학자를 꿈꾸다!
Interview with Donga Math Magazine (동아수학) (2014-05).DBPIA Article (html) Article (pdf)
- 비개발자의 개발 이야기
Invited lecture at the "컴퓨터의 개론 및 특강" course with request by Yerim Choi (2014-05-27).Slides (html)
- Different roles in diffusing legislative data
Invited talk at OGP Asia Pacific Regional Conference with Cheol Kang (2014-05-07).Slides (html)
- Introduction to Politics in Korea & Team POPONG
Brown Bag Lunch at Sunlight Foundation (2014-02-11).Slides (html)
2013
- 대한민국 정치의 모든 것: 쉽고 재밌는 일상 속 정치 만들기
Invited talk at Korean Semantic Web Conference (KSWC) (2013-11-30).Slides (html)
- Expressing your data
Invited lecture at SNU Graduate School of Convergence Science and Technology, Web Application Systems Dept. with request by Myungdae Cho (2013-10-30).Slides (html)
2012
- Introduction to data mining for newbies
Invited lecture at SNU Health Demography Lab with request by Youngtae Cho (2012-11-02).Slideshare
2009
- On semi-supervised learning and beyond
Lab seminar at SNU Data Mining Lab (2009-11-23).Slideshare