NLP & Large Language Models
Language understanding, representation learning, multilingual NLP, and LLM adaptation.
Natural Language Processing · AI
Lung-Hao Lee 李龍豪
Associate Professor · Institute of Artificial Intelligence Innovation
National Yang Ming Chiao Tung University, Hsinchu, Taiwan
My research focuses on natural language processing and large language models, with particular interests in medical language understanding, dimensional sentiment analysis, information retrieval, and information extraction.
Research
Research Areas
Medical Language Understanding
Healthcare NLP, medical question answering, clinical text mining, and mental-health applications.
Sentiment & Emotion
Dimensional sentiment analysis, valence–arousal modeling, aspect-based sentiment, and emotion understanding.
Information Retrieval
Dense retrieval, neural reranking, semantic similarity, and retrieval-augmented language technologies.
Updates
Recent News
ACL 2026
“DimABSA: Building Multilingual and Multidomain Datasets for Dimensional Aspect-Based Sentiment Analysis” appeared at ACL 2026.
ROCLING 2026
Serving as Program Chair of ROCLING-2026.
SemEval 2026
Co-organizing Task 3 on Dimensional Aspect-Based Sentiment Analysis (DimABSA).
Shared Task Result
Second place in SemEval-2026 Task 9 on multilingual, multicultural, and multievent online polarization.
Representative Work
Selected Publications
2026
ACL 2026
DimABSA: Building Multilingual and Multidomain Datasets for Dimensional Aspect-Based Sentiment Analysis
Lung-Hao Lee, Liang-Chih Yu, Natalia V Loukachevitch, Ilseyar Alimova, Alexander Panchenko, Tzu-Mi Lin, Zhe-Yu Xu, Jian-Yu Zhou, Guangmin Zheng, Jin Wang, Sharanya Awasthi, Jonas Becker, Jan Philip Wahle, Terry Ruas, Shamsuddeen Hassan Muhammad, Saif M. Mohammad
Proceedings of ACL 2026.
2022
2021
Join the Lab
Prospective Students
Motivated students interested in natural language processing, large language models, medical NLP, sentiment analysis, or information retrieval are welcome to get in touch. Please include your CV and a short statement of research interests.