Home / Publications
Home / Publications
For the latest publications, please refer to my 🎓 Google Scholar or 📖 Semantic Scholar profile.
*: equal contribution
2025
Curriculum Debiasing: Toward Robust Parameter-Efficient Fine-Tuning Against Dataset Biases.
Mingyu Lee, Yeachan Kim, Wing-Lam Mok, and SangKeun Lee.
In: Proceedings of ACL (long). 2025.
Continual Debiasing: A Bias Mitigation Framework for Natural Language Understanding Systems
Mingyu Lee, Junho Kim, Jun-Hyung Park, and SangKeun Lee
In: Expert Systems with Applications. 2025.
2024
MolTRES: Improving Chemical Language Representation Learning for Molecular Property Prediction
Jun-Hyung Park, Yeachan Kim, Mingyu Lee, Hyuntae Park, and SangKeun Lee
In: Proceedings of EMNLP (long). 2024.
Coconut: Contextualized Commonsense Unified Transformers for Graph-Based Commonsense Augmentation of Language Models
Jun-Hyung Park, Mingyu Lee, Junho Kim, and SangKeun Lee
In: Proceedings of Findings of ACL (long). 2024.
2023
Leap-of-Thought: Accelerating Transformers via Dynamic Token Routing
Yeachan Kim, Junho Kim, Jun-Hyung Park, Mingyu Lee, and SangKeun Lee,
In: Proceedings of EMNLP (long). 2023.
Improving Bias Mitigation through Bias Experts in Natural Language Understanding
Mingyu Lee*, Eojin Jeon*, Juhyeong Park, Yeachan Kim, Wing-Lam Mok, and SangKeun Lee
In: Proceedings of EMNLP (long). 2023.
Multi-stage prompt tuning for political perspective detection in low-resource settings
Mingyu Lee*, Kang-Min Kim*, Hyun-Sik Won, Min-Ji Kim, Yeachan Kim, and SangKeun Lee
In: Applied Sciences. 2023.
2022
Tutoring Helps Students Learn Better: Improving Knowledge Distillation for BERT with Tutor Network
Junho Kim*, Jun-Hyung Park*, Mingyu Lee, Wing-Lam Mok, Joon-Young Choi, and SangKeun Lee
In: Proceedings of EMNLP (long). 2022.
Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking
Mingyu Lee*, Jun-Hyung Park*, Junho Kim, Kang-Min Kim, and SangKeun Lee
In: Proceedings of EMNLP (long). 2022.
Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference
Yong-Ho Jung*, Jun-Hyung Park*, Joon-Young Choi, Mingyu Lee, Junho Kim, Kang-Min Kim, and SangKeun Lee
In: Proceedings of Findings of ACL (long). 2022.
2021
FERNIE-ViL: Facial Expression Enhanced Vision-and-Language Model
Soo-Ryeon Lee, Dohyun Kim, Mingyu Lee, and SangKeun Lee
In: Proceedings of ICCI*CC. 2021.