Seogyeong Jeong

About Me

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Hi! I am a Master student at KAIST School of Computing, working under the supervision of Prof. Alice Oh.
My research interests lie in Natural Language Processing (NLP) and Machine Learning (ML), with a focus on understanding and improving large language models (LLMs) at a more fundamental level. Recently, I have been particularly interested in (1) evaluation of LLMs for planning and decision-making, (2) agent-based frameworks and efficiency in LLM inference, and (3) mechanistic interpretability of language models to better understand and improve their training and inference behaviors.

Publications

  1. *Seyoung Song, *Seogyeong Jeong, Eunsu Kim, Jiho Jin, Dongkwan Kim, Jay Shin, Alice Oh. 2025. MUG-Eval: A Proxy Evaluation Framework for Multilingual Generation Capabilities in Any Language. In Findings of the Association for Computational Linguistics: EMNLP 2025 (Long). Also presented at the 5th Workshop on Multilingual Representation Learning (MRL 2025). [ArXiv]
  2. *Junyeong Park, *Seogyeong Jeong, *Seyoung Song, Yohan Lee, Alice Oh. 2025. LLM-C3MOD: A Human-LLM Collaborative System for Cross-Cultural Hate Speech Moderation. In NAACL 2025 Workshop - C3NLP(Workshop on Cross-Cultural Considerations in NLP) [ArXiv] [Slides] [Poster]

Preprint

  1. Haeun Yu, Seogyeong Jeong, Siddhesh Pawar, Jisu Shin, Jiho Jin, Junho Myung, Alice Oh, Isabelle Augenstein. 2025. Entangled in Representations: Mechanistic Investigation of Cultural Biases in Large Language Models. arXiv preprint [ArXiv]
  2. Paul Röttger, Giuseppe Attanasio, Felix Friedrich, Janis Goldzycher, Alicia Parrish, Rishabh Bhardwaj, Chiara Di Bonaventura, Roman Eng, Gaia El Khoury Geagea, Sujata Goswami, Jieun Han, Dirk Hovy, Seogyeong Jeong, Paloma Jeretič, Flor Miriam Plaza-del-Arco, Donya Rooein, Patrick Schramowski, Anastassia Shaitarova, Xudong Shen, Richard Willats, Andrea Zugarini, Bertie Vidgen. 2025. MSTS: A Multimodal Safety Test Suite for Vision-Language Models. arXiv preprint [ArXiv]

Awards & Honors

Education

Work Experience

Teaching Experience

SEOGYEONGJEONG