Publications

• Cognitive Agent Compilation for Explicit Problem Solver Modeling

  Hyeongdon Moon, Carolyn Rosé, John Stamper

  Forthcoming, AIED, 2026

• Using Large Multimodal Models to Extract Knowledge Components for Knowledge Tracing from Multimedia Question Information

  Hyeongdon Moon, Richard Davis, Seyed Parsa Neshaei, Pierre Dillenbourg

  EDM — International Conference on Educational Data Mining, 2025

• Evaluating the Knowledge Dependency of Questions

  Hyeongdon Moon*, Yoonseok Yang*, Jamin Shin, Hangyeol Yu, Seunghyun Lee, Myeongho Jeong, Juneyoung Park, Minsam Kim, Seungtaek Choi (*co-first authors)

  EMNLP — Conference on Empirical Methods in Natural Language Processing, 2022

• Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking

  Jamin Shin, Hangyeol Yu, Hyeongdon Moon* Andrea Madotto, Juneyoung Park (*co-first authors)

  Findings of ACL, 2022

• Addressing Negative Transfer in Diffusion Models

  Hyojun Go*, Jinyoung Kim*, Yunsung Lee*, Seunghyun Lee, Shinhyeok Oh, Hyeongdon Moon, Seungtaek Choi

  NeurIPS, 2023

• Evaluation of Question Generation Needs More References

  Shinhyeok Oh*, Hyojun Go*, Hyeongdon Moon, Yunsung Lee, Myeongho Jeong, Hyun Seung Lee, Seungtaek Choi

  Findings of ACL, 2023

• Cross Encoding As Augmentation: Towards Effective Educational Text Classification

  Hyun Seung Lee, Myeongho Jeong, Yunsung Lee, Shinhyeok Oh, Hyeongdon Moon, Hyojun Go, Seungtaek Choi, Christian Wallraven

  Findings of ACL, 2023

• Computational Cognitive Model Based on Working Memory and Global Workspace Theory

  Hyeongdon Moon

  APEC Youth Scientist Journal, 2016

• Towards Zero-Shot Functional Compositionality of Language Models

  Hangyeol Yu*, Myeongho Jeong*, Jamin Shin, Hyeongdon Moon, Juneyoung Park, Seungtaek Choi

  arXiv, 2023