Nguyen Kiem Hieu
Lecturer, Department Of Computer Science
Ph.D. (Computer Science, University of Ulsan, 2013)
B.S. (Hanoi University of Science and Technology, 2007)
Email: hieunk@soict.hust.edu.vn
Web: https://users.soict.hust.edu.vn/hieunk/
Research Areas
- Natural language processing
- Text mining
Research Interests
- Event extraction
- Opinion mining
- Vietnamese language processing
Profile
Kiem-Hieu NGUYEN is a lecturer at Hanoi University of Science and Technology. He earned a Bachelor of Science in Information technology at Hanoi University of Science and Technology in 2007. After that, he completed his PhD in Information technology at University of Ulsan, Korea in 2013. His thesis is about unsupervised and knowledge-based methods to Word sense disambiguation. During two years and a half, he had pursuited a post-doc at LIMSI and CEA-LIST, France on the topic of timeline generation and event schema induction. He has been working at Hanoi University of Science and Technology as a lecturer since 2015. He teaches the courses in C programming and the courses at the edge of Artificial Intelligence and Data Analytics, including Natural language processing, Web mining and Graph analytics. His research interest includes information extraction and Vietnamese language processing. He has publications in major top-tier conferences in the domain of Natural language processing (ACL, EMNLP, COLING, LREC, Cicling, Pacling). He also serves as reviewer for such conferences and domestic conferences (SOICT, KSE, RIVF).
Publications
- BKEE: Pioneering Event Extraction in the Vietnamese Language. Thi-Nhung Nguyen, Bang Tran, Trong-Nghia Luu, Thien Nguyen, Kiem-Hieu Nguyen. The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation. (accepted).
- A Self-enhancement Multitask Framework for Unsupervised Aspect Category Detection. Thi-Nhung Nguyen, Hoang Ngo, Kiem-Hieu Nguyen, Tuan-Dung Cao. Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing.
- An uncertainty-aware encoder for aspect detection. Thi-Nhung Nguyen, Kiem-Hieu Nguyen, Young-In Song, Tuan-Dung Cao. Findings of the Association for Computational Linguistics: EMNLP 2021.
- Utilizing Sbert for finding similar questions in community question answering. Thi-Thanh Ha, Van-Nha Nguyen, Kiem-Hieu Nguyen, Kim-Anh Nguyen, Quang-Khoat Than. 2021 13th International Conference on Knowledge and Systems Engineering (KSE)
- A Study on Seq2seq for Sentence Compression in Vietnamese. Thi-Trang Nguyen, Huu-Hoang Nguyen, Kiem-Hieu Nguyen. Proceedings of the 34th Pacific Asia Conference on Language, Information and Computation.
- Korean-Vietnamese neural machine translation with named entity recognition and part-of-speech tags. Van-Hai Vu, Quang-Phuoc Nguyen, Kiem-Hieu Nguyen, Joon-Choul Shin, Cheol-Young Ock. IEICE TRANSACTIONS on Information and Systems.
Teaching
- IT4772, IT4772E Natural Language Processing
- IT4868, IT4868E Web Mining
- IT5429, IT5429E Graph analytics for big data
- IT3210 C Programming Language
- IT3220: C Programming (Introduction)
- IT3230: C Basic
