About
Greetings! I'm a Master student at SungKyunKwan University in Human Language Intelligence Lab, and the wife of my amazing husband :)
Overall, my research interests are constantly evolving, having transitioned from data mining and machine translation to human-computer interaction (HCI). However, my motivation remains consistent: I believe that technologies like AI should ultimately serve and benefit people.
Education
- SKKU, South Korea
M.S., Intelligence Artificial, 2023 - SKKU, South Korea
B.A., Confucian Studies and Eastern Philosophy, 2016 - Incheon Foreign Language High School, South Korea
English-Spanish Major
Publications
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KpopMT: Translation Dataset with Terminology for Kpop Fandom
JiWoo Kim, Yunsu Kim, JinYeong Bak
[LoresMT], Presented at ACL 2024. -
Finding the Hidden Relation through Text-Mining the Annals of the Joseon Dynasty
JiWoo Kim and JinYeong Bak
[Korea Software Congress] 2022. Paper Award -
Korean Standard Industry Classification Multilingual Classification Using Data Augmentation
Chankyun Woo, Jieun Oh, Jeongyun Hwang, Jaehyeon Park, JiWoo Kim, JinYeong Bak
[Korea Software Congress] 2022.
Research Projects
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[Interactive AI Chatbot Interface, AI Development, Data Construction] Overlapping in Text-based Human-AI interactions, Pytorch·Python·Javascript·CSS·HTML, 2023-2024
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[Data Visualization] Overlapping Conversation Visualization, D3·Python·Javascript·CSS·HTML, 2024
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[Dataset Construction, AI Development] Kpop Machine Translation, Pytorch·Python·Data Analysis, 2022-2023
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[Dataset Construction, Machine Learning] Kings' Behaviors on Joseon Dynasty, Python, 2022
Industry Projects
- Processing User Texts to Sequential Labels, with Daewoo Shipbuilding & Marine Engineering (2023)
- Classification for Task Codes, with Statistics Korea (2022)
- Automatic Classification Model for Shipowners' Requests using NLP, with Daewoo Shipbuilding & Marine Engineering (2021-22)
- AI to Proactively Prevent Quality Issues, with Daewoo Shipbuilding & Marine Engineering (2021-22)
Teaching Assistance
- Mathematics in Machine Learning, in AI Course at SKKU, 2024
- Open Source Software Practice, in Software Course at SKKU, 2023
- Tokenizing Classical Texts in Pre-Qin Era Using LLM, with Digital Humanity Project Team at SKKU, 2023
Extra Curriculum
- ACL, Student Volunteer (2024)
- Association of University Student Journalists in Seoul, Representative (2021)
- SKKU News, Chief Editor (2019-21)
- SKKU Construction, Student President (2018-19)
- SKKU Organization of Freshmen Guide, Representative (2016-18)
Reference
- Prof. JinYeong, Bak, SKKU, jy.bak@skku.edu