Lê Hồng Phương

Le Hong Phuong, Doctor
Personal page
Position in Department:
Head
Office:
T5-505
VNU mail:
phuonglh
Website:
http://mim.hus.vnu.edu.vn/lhp/index.xhtml
Research Fields:
Natural Language Processing, Statistical Machine Learning, Applied Mathematics
Education :
  • PhD, 2010, Computer Science, Université de Lorraine, France
  • Master, 2005, Information Technology, Institut de la Francophonie pour l'Informatique, Vietnam
  • Bachelor, 2002, Applied Mathematics-Informatics, University of Science, Vietnam National University, Hanoi
Teaching:
  • Text Mining
  • Statistical Machine Learning
  • Data Structures and Algorithms
  • Object-Oriented Programming
  • Introduction to Computer Science
Science Activities:
  • Reviewer for multiple computer science and information technology journals of Vietnam
  • Reviewer, programme commitee for multiple international/national scientific conferences and workshops: RIVF, KSE, ATC, Nafosted, VLSP, FAIR, NSIC...
Awards:
  • Young Scientist Award of the Vietnam Association of Mathematical Applications, 2005

Publications

  1. Improving Multi-Label Classification of Similar Languages by Semantics-Aware Word Embeddings. In: Proceedings of the Eleventh Workshop on NLP for Similar Languages, Varieties, and Dialects (VarDial 2024). Proceedings of the Eleventh Workshop on NLP for Similar Languages, Varieties, and Dialects (VarDial 2024).; 2024. Available at: https://aclanthology.org/2024.vardial-1.21.pdf.
  2. Two Neural Models for Multilingual Grammatical Error Detection. Proceedings of the 12th Workshop on NLP for Computer Assisted Language Learning, Tórshavn, Faroe Islands, 2023. 2023. Available at: https://aclanthology.org/2023.nlp4call-1.5/.
  3. A Context-Aware Approach for Improving Dialog Act Detection in a Multilingual Conversational Platform. Proceedings of Computational Collective Intelligence and Natural Language tiProcessing, Budapest, Hungary, 2023. 2023. Available at: https://link.springer.com/chapter/10.1007/978-3-031-41456-5_18.
  4. VLP Methods at the MedNLP-SC Social Media Adverse Drug Event Detection of NTCIR-17. Proceedings of NTCIR-17, Tokyo Japan, 2023. 2023. Available at: https://repository.nii.ac.jp/records/2001294.
  5. Multilingual Natural Language Understanding for the FPT.AI Conversational Platform. Proceedings of the 14th IEEE International Conference on Knowledge and Systems Engineering, 2022. 2022. Available at: https://ieeexplore.ieee.org/document/9953794/.
  6. Cross-lingual Extended Named Entity Classification of Wikipedia Articles. Proceedings of NTCIR-15, SHINRA2020-ML, Tokyo, Japan, 2020. 2020. Available at: https://research.nii.ac.jp/ntcir/workshop/OnlineProceedings15/NTCIR/toc_ntcir.html#SHINRA.
  7. Content-based Approach for Vietnamese Spam SMS Filtering. The 20th International Conference on Asian Language Processing. 2016. Available at: http://chinese.csie.ncku.edu.tw/IALP2016/.
  8. Using Distributed Word Representations in Graph-Based Dependency Parsing for Vietnamese. The 9th National Conference on Fundamental and Applied Information Technology (FAIR'9). 2016:804-810.
  9. Le-Hong P, Roussanaly A, Nguyen T-M-H. A syntactic component for Vietnamese language processing. Journal of Language Modelling. 2015;3(1):145-184.
  10. Improving Vietnamese Dependency Parsing Using Distributed Word Representations. In: Proceedings of the Sixth International Symposium on Information and Communication Technology. Proceedings of the Sixth International Symposium on Information and Communication Technology. New York, NY, USA: ACM; 2015. doi:10.1145/2833258.2833296.

Projects

Project Code Start date Title Status
QG.15.04 April, 2015 Các mô hình xác suất phân tích ngữ nghĩa ẩn trong các tập dữ liệu lớn Chưa nghiệm thu
TN-12-02 March, 2012 Một số thuật toán học tự động không có hướng dẫn và ứng dụng trong xử lí ngôn ngữ tự nhiên Đã nghiệm thu
Falculty of Mathematics, Mechanics and Informatics
VNU University of Science, 334 Nguyễn Trãi, Thanh Xuân, Hà Nội, Việt Nam
Office: (+84) 4 38 58 11 35, Computer lab: (+84) 4 38 58 15 30