Junho Myung
About
I am a PhD student at KAIST, co-advised by Prof. Alice Oh and Prof. Juho Kim. My research focuses on human-centered evaluation of large language models — building culturally-grounded benchmarks, probing cross-cultural biases and value alignment, and evaluating real-world impact when LLMs are deployed in live settings.
Education
Korea Advanced Institute of Science and Technology (KAIST)
Ph.D., School of Computing
Advisor: Alice Oh and Juho Kim
Korea Advanced Institute of Science and Technology (KAIST)
M.S., School of Computing
Advisor: Alice Oh and Juho Kim
Korea Advanced Institute of Science and Technology (KAIST)
B.S., Major in School of Computing
Minor in Business and Technology Management
Publications
Conference & Journal Papers
When Scaffolding Breaks: Investigating Student Interaction with LLM-Based Writing Support in Real-Time K-12 EFL Classrooms
Junho Myung, Hyunseung Lim*, Hana Oh*, Hyoungwook Jin, Nayeon Kang, So-Yeon Ahn, Hwajung Hong, Alice Oh, Juho Kim
CHI 2026
FINEST: Improving LLM Responses to Sensitive Topics Through Fine-Grained Evaluation
Juhyun Oh*, Nayeon Lee*, Chani Jung, Jiho Jin, Junho Myung, Jongwon Lee, Taeui Song, Alice Oh
EACL (findings) 2026
Survey of Cultural Awareness in Language Models: Text and Beyond
Siddhesh Pawar*, Junyeong Park*, Jiho Jin, Arnav Arora, Junho Myung, Srishti Yadav, Faiz Ghifari Haznitrama, Inhwa Song, Alice Oh, Isabelle Augenstein
Computational Linguistics 2025
Social Bias Benchmark for Generation: A Comparison of Generation and QA-Based Evaluations
Jiho Jin, Woosung Kang, Junho Myung, Alice Oh
ACL (findings) 2025
WORLDCUISINES: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines
Genta Indra Winata, Frederikus Hudi, Patrick Amadeus Irawan, (+ 24 authors), Junho Myung, (+ 20 authors), Derry Tanti Wijaya, Alice Oh, Chong-Wah Ngo
NAACL (main) 2025
BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages
Junho Myung*, Nayeon Lee*, Yi Zhou*, (+ 16 authors), Nedjma Ousidhoum, Jose Camacho-Collados, Alice Oh
NeurIPS Datasets & Benchmarks 2024
Exploring Cross-Cultural Differences in English Hate Speech Annotations: From Dataset Construction to Analysis
Nayeon Lee, Chani Jung*, Junho Myung*, Jiho Jin, Jose Camacho-Collados, Juho Kim, Alice Oh
NAACL (main) 2024
LearnerVoice: A Dataset of Non-Native English Learners' Spontaneous Speech
Haechan Kim, Junho Myung, Seoyoung Kim, Sungpah Lee, Dongyeop Kang, Juho Kim
Interspeech 2024
RECIPE4U: Student-ChatGPT Interaction Dataset in EFL Writing Education
Jieun Han*, Haneul Yoo*, Junho Myung, Minsun Kim, Tak Yeon Lee, So-Yeon Ahn, Alice Oh
LREC-COLING 2024
Workshop & Preprint Papers
JuICE: A Benchmark for Evaluating LLM-Judge in Identifying Cultural Errors
Jiho Jin*, Junho Myung*, Juhyun Oh, Junyeong Park, Rifki Afina Putri, Sunipa Dev, Vinodkumar Prabhakaran, Alice Oh
arXiv Preprint 2026
SemEval-2026 Task 7: Everyday Knowledge Across Diverse Languages and Cultures
Nedjma Ousidhoum, Junho Myung, Carla Perez-Almendros, (+ 24 authors), Weihua Zheng, Alice Oh, Jose Camacho-Collados
SemEval 2026
Entangled in Representations: Mechanistic Investigation of Cultural Biases in Large Language Models
Haeun Yu, Seogyeong Jeong, Siddhesh Pawar, Jisu Shin, Jiho Jin, Junho Myung, Alice Oh, Isabelle Augenstein
arXiv Preprint 2025
PapersPlease: A Benchmark for Evaluating Motivational Values of Large Language Models Based on ERG Theory
Junho Myung*, Yeon Su Park*, Sunwoo Kim*, Shin Yoo, Alice Oh
GEM² Workshop @ ACL 2025
LLM-as-a-tutor in EFL Writing Education: Focusing on Evaluation of Student-LLM Interaction
Jieun Han, Haneul Yoo, Junho Myung, Minsun Kim, Hyunseung Lim, Yoonsu Kim, Tak Yeon Lee, Hwajung Hong, Juho Kim, So-Yeon Ahn, Alice Oh
Workshop on Customizable NLP @ EMNLP 2024
LLM-Driven Learning Analytics Dashboard for Teachers in EFL Writing Education
Minsun Kim, SeonGyeom Kim, Suyoun Lee, Yoosang Yoon, Junho Myung, Haneul Yoo, Hyunseung Lim, Jieun Han, Yoonsu Kim, So-Yeon Ahn, Juho Kim, Alice Oh, Hwajung Hong, Tak Yeon Lee
Workshop on Customizable NLP @ EMNLP 2024
Salad-Bowl-LLM: Multi-Culture LLMs by In-Context Demonstrations from Diverse Cultures
Dongkwan Kim, Junho Myung, Alice Oh
Workshop on Socially Responsible Language Modelling Research @ NeurIPS 2024
Learning from Teaching Assistants to Program with Subgoals: Exploring the Potential for AI Teaching Assistants
Changyoon Lee, Junho Myung*, Jieun Han*, Jiho Jin*, Alice Oh
arXiv Preprint 2023
Awards
Academic Service
Teaching
Introduction to Social Computing (CS473)
Teaching Assistant · KAIST
🏆 Outstanding TA Award, 2023
Introduction to Programming (CS101)
Teaching Assistant · KAIST