Jinkyung Jo

Ph.D. Student at Graduate School of AI, KAIST

jinkyungjo@kaist.ac.kr / jinkyung@lklab.io / wlsrud8066@gmail.com

About
Hello! I am a Ph.D. student at the Language & Knowledge Lab at Graduate School of AI, KAIST, advised by Minjoon Seo. My research interests are Natural Language Processing (NLP) and Deep Learning. Especially, I am interested in Domain-specific Language Models.
Education

Korea Advanced Institute of Science and Technology (KAIST) Mar. 2021 - Present

Ph.D. Student in Artificial Intelligence (advisor: Minjoon Seo)

Korea Advanced Institute of Science and Technology (KAIST) Aug. 2015 - Aug. 2017

M.S. in Mathematical Science (advisor: Sungho Kim)

Korea Advanced Institute of Science and Technology (KAIST) Feb. 2011 - Feb. 2015

B.S. in Mathematical Science

Gwangju Science High School Mar. 2009 - Feb. 2011

Publications

The BIGGEN BENCH: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models

Seungone Kim, Juyoung Suk, Jiyong Cho, Shayne Longpre, Chaeeun Kim, Dongkeun Yoon, Guijin Son, Yejin Cho, Sheikh Shafayat, Jinheon Baek, Suehyun Park, Hyeonbin Hwang, Jinkyung Jo, Hyowon Cho, Haebin Shin, Seongyun Lee, Hanseok Oh, Noah Lee, Namgyu Ho, Sejune Joo, Miyoung Ko, Yoonjoo Lee, Hyungjoo Chae, Jamin Shin, Joel Jang, Seonghyeon Ye, Bill Yuchen Lin, Sean Welleck, Graham Neubig, Moontae Lee, Kyungjae Lee, and Minjoon Seo

NACCL 2025

Paper

An Integrated Search System for Korea Weather Data

Jinkyung Jo, Dayeon Ki, Soyoung Yoon and Minjoon Seo

EMNLP Industry Track 2023

Paper

Meta-analysis for the National Fiscal Management Plan

Ministry of Economy and Finance 2021

New Economic Policy Uncertainty Indexes for South Korea

Geunghee Lee*, Joohee Cho*, and Jingyeong Jo*

The Korean Journal of Applied Statistics 2020

Paper

Vision and Strategy of Innovation Growth: Policy, Institution, and Social Foundation

National Research Council for Economics, Humanities and Social Sciences 2020

Government R&D Support for SMEs: Policy Effects and Improvement Measures

Sungho Lee* and Jingyeong Jo*

KDI Journal of Economic Policy 2018

Paper

A Study for the Service Industry to Create Jobs and Innovation

Ministry of Economy and Finance 2017

A Study for Establishing a Road Map for the Development of National Statistics

Korea National Statistical Office 2017

( * indicates equal contribution )

Projects

Development of AI Language Model Services Based on Manufacturing Data2024 - Present

Manufacturing-Specific Language and Multimodal Models

Manufacturing Innovation Unit, Samsung Electronics Global Technology Research

Ph.D. Program, Korea Advanced Institute of Science and Technology(KAIST)

Development of AI-based Forecasting Support Solution2022 - 2024

Text-based Weather AI Search Engine and Weather Chatbot

Artificial Intelligence Weather Research Division, National Institute of Meteorological Science(NIMS)

Ph.D. Program, Korea Advanced Institute of Science and Technology(KAIST)

Visualization of Integrated Economic Indicators through Classification (Website)2020

Data Analysis Unit, Korea Development Institute(KDI)

e-Economic Information Review: Social Big Data Analysis (Website)2019 - 2020

Data Analysis Unit, Korea Development Institute(KDI)

Development of the Korean Economic Policy Uncertainty Indexes (Website)2018 - 2020

Data Analysis Unit, Korea Development Institute(KDI)

Invited Talks
October 2024     2024 Public, Academic, and Military Meteorological Technology Exchange Workshop, Daejeon Regional Meteorological Administration, Korea.
October 2023     2023 Public, Academic, and Military Meteorological Technology Exchange Workshop, Daejeon Regional Meteorological Administration, Korea.

Vitæ
  • SK Siltron Feb. 2025 - Present
    Internship
    Working on Manufacturing Language Models
  • KAIST Language & Knowledge Lab Mar. 2021 - Present
    Ph.D. Student (Advisor: Minjoon Seo)
    Working on Domain-specific Language Models
  • Korea Development Institute Jan. 2021 - Feb. 2021
    Senior Research Associate
    Worked on Analyzing Economic Data
  • Korea Development Institute Jul. 2017 - Dec. 2020
    Research Associate
    Worked on Analyzing Economic Data
  • KAIST Mathematical Statistics Lab Aug. 2015 - Aug. 2017
    M.S. Student (Advisor: Sungho Kim)
    Worked on Statistical Models
  • National Institute for Mathematical Sciences Jul. 2013 - Aug. 2013
    Research Intern
    Worked on Data Numerical Analysis
  • KAIST Feb. 2011 - Feb. 2015
    B.S. Student
    Majored in Mathematical Science
  • Gwangju Science High School Mar. 2009 - Feb. 2011

Jinkyung Jo
Last updated on Feb, 2025