Incorporating Domain Knowledge into Materials Tokenization

Yerim Oh, Jun-Hyung Park, Junho Kim, SungHo Kim, SangKeun Lee

ACL 2025

Handling Korean Out-of-Vocabulary Words with Phoneme Representation Learning

Nayeon Kim*, Eojin Jeon*, Jun-Hyung Park, SangKeun Lee

PAKDD 2025

MolTRES: Improving Chemical Language Representation Learning for Molecular Property Prediction

Jun-Hyung Park, Yeachan Kim, Mingyu Lee, Hyuntae Park, SangKeun Lee

EMNLP 2024

Zero-shot Commonsense Reasoning over Machine Imagination

Hyuntae Park*, Yeachan Kim*, Jun-Hyung Park, SangKeun Lee

EMNLP Findings 2024

MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science

Junho Kim*, Yeachan Kim*, Jun-Hyung Park, Yerim Oh, Suho Kim, SangKeun Lee

EMNLP Findings 2024

Moleco: Molecular Contrastive Learning with Chemical Language Models for Molecular Property Prediction

Jun-Hyung Park*, Hyuntae Park*, Yeachan Kim, Woosang Lim, SangKeun Lee

EMNLP Industry 2024