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Dr. NGUYEN TRUONG SON
Lecturer, Faculty of Information Technology,
University of Science, VNUHCM
Tel:
Fax:
Email: ntson@fit.hcmus.edu.vn
Fax:
Email: ntson@fit.hcmus.edu.vn
Personal Home Page:
http://www.fit.hcmus.edu.vn/~ntson
http://www.fit.hcmus.edu.vn/~ntson
Position Held
- 2006 - present: Lecturer, Faculty of Information Technology, Uninersity of Science, VNU-HCM
Courses Taught
- Introduction to Databases
- Distributed Systems
- Information Systems Analysis and Design
Research Interests
- Text Mining
- Natural Language Processing
- Machine Learning
Selected Publication
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- Son Nguyen Truong, Nguyen Le Minh, Ken Satoh, Tojo Satoshi and Akira Shimazu. “Recurrent neural network-based models for recognizing requisite and effectuation parts in legal texts”, Artificial Intelligence and Law, 2018.
- Truong-Son Nguyen, Le Minh Nguyen, and Ken Satoh. “Improving entailment recognition in legal texts using corpus generation”, SCIDOCA 2017
- Truong-Son Nguyen, Le-Minh Nguyen, Akira Shimazu and Kiyoaki Shirai. "Structural Paraphrasing in Japanese Legal Texts", JURISIN 2017
- Son Nguyen Truong, Nguyen Le Minh, Ken Satoh, Tojo Satoshi and Akira Shimazu. "Single and multiple layer BI-LSTM-CRF for recognizing requisite and effectuation parts in legal texts", In Proceedings ASAIL 2017
- Nguyen Truong Son, Phan Viet Anh, Nguyen Le Minh. "Recognizing entailments in legal texts using sentence encoding-based and decomposable attention models", COLIEE 2017, In Proceedings COLIEE 2017，2017
- Nguyen Truong Son, Nguyen Le Minh. "Nested named entity recognition using multilayer recurrent neural networks", PACLING 2017, August 16 - 18, 2017, Yangon, Myanmar
- Lai Dac Viet, Nguyen Truong Son, and Minh Le Nguyen. “Deletion-based sentence compression using Bi-enc-dec LSTM”，In Proceedings PACLING 2017，2017/08
- Nguyen Truong Son, Phan Viet Anh, Trieu Hai Long, Nguyen Thanh Huy, Chau Ngoc Phuong, Phan Trung Tin, Nguyen Le Minh “Legal Information Extraction/Entailment Using SVM-Ranking and Treebased Convolutional Neural Network”, JURISIN 2016.
- Son, Nguyen Truong, Le Minh Nguyen, Ho Bao Quoc, and Akira Shimazu. "Recognizing logical parts in legal texts using neural architectures." In Knowledge and Systems Engineering (KSE), 2016 Eighth International Conference on, pp. 252-257. IEEE, 2016.
- Son, Nguyen Truong, and Nguyen Le Minh. "SDPJAIST: A Shallow Discourse Parsing system@ CoNLL 2016 Shared Task." ACL 2016 (2016): 143
- Son Nguyen, Quoc Ho and Minh Nguyen. "JAIST: A two-phase machine learning approach for identifying discourse relations in newswire texts". CONLL 2015 Shared task, 2015 , Beijing, China.
- Nguyen Truong Son, Nguyen Thi Phuong Duyen, Ho Bao Quoc, Nguyen Le Minh. "Recognizing logical parts in Vietnamese Legal Texts using Conditional Random Fields". The 11th IEEE-RIVF International Conference on Computing and Communication Technologies (RIVF2015), 2015 , CanTho, Vietnam.
- Bui Dac Thinh, Nguyen Truong Son, and Ho Bao Quoc, "Towards a Conceptual Search for Vietnamese Legal Text",13th International Conference on Computer Information Systems and Industrial Management Applications, 2014
- Quang Le Minh, Son Nguyen Truong, and Quoc Ho Bao. 2011. A pattern approach for biomedical event annotation. In Proceedings of the BioNLP Shared Task 2011 Workshop (BioNLP Shared Task '11). Association for Computational Linguistics, Stroudsburg, PA, USA, 149-150.
- Collier, Nigel, Nguyen Truong Son, and Ngoc Mai Nguyen. "OMG U got flu? Analysis of shared health messages for bio-surveillance.", Journal of Biomedical Semantics 2011, 2(Suppl 5):S9, doi:10.1186/2041- 1480-2-S5-S9
