Dr. Shengyi Jiang
Professor, Master Supervisor/PhD Supervisor
University email: jiangshengyi@163.com
Education
1984 B.S. in Mathematics Education, Hunan Normal University, China
1989 M.S. in Applied Mathematics, Central South University, China
2005 Ph.D. in Computer Application Technology, Huazhong University of Science and Technology, China
Current position
Professor and PhD Supervisor, School of Information Science and Technology, Guangdong University of Foreign Studies
Subjects taught
Data structures, Database principles, Data mining, Quantitative linguistics, Corpus linguistics
Research direction
Data mining, Natural language processing
Publication
Jiang,S.,Wang,L. (2016). Efficient feature selection based on correlation measure between continuous and discrete features. Information Processing Letters,116 ,203–215.
Jiang,S.,Wang,L. (2016).A clustering-based feature selection via feature separability. Journal of Intelligent & Fuzzy Systems,31,927–937
Lin,N., Chen,B., Fu,S., Lin,X.,Jiang,S.(2020).Multi-domain Sentiment Classification on Self-constructed Indonesian Dataset. CCF International Conference on Natural Language Processing and Chinese Computing, Springer, Cham, 789-801.
Lin,N.,Chen,B.,Lin,X.Wattanachote,K., Jiang,S. (2021). A Framework for Indonesian Grammar Error Correction. Transactions on Asian and Low-Resource Language Information Processing, 20(4), 1-12.
Jiang,S., Fu,Y., Lin,X., Lin,N. (2021). Pre-trained Language Models for Tagalog with Multi-source data. CCF International Conference on Natural Language Processing and Chinese Computing. Springer, Cham, 210-223.
Fu,Y., Lin,N.,Lin,X., Jiang,S.(2021).Towards corpus and model: Hierarchical structured-attention-based features for Indonesian named entity recognition. Journal of Intelligent & Fuzzy Systems, 2,1-12.
Zheng,K., Lin,N., Jiang,S.(2021). Unsupervised Character Embedding Correction and Candidate Word Denoising. IEEE/ACM Transactions on Audio, Speech, and Language Processing,30, 76-86.
Lin,N., Li,J., Jiang,S.(2021) A simple but effective method for Indonesian automatic text summarization.Connection Science, 1-15
Jiang,S.,Fu,S.,Lin,N.,Fu,Y.(2022).Pretrained Models and Evaluation Data for the Khmer Language.Tsinghua Science and Technology,27,709–718
Lin,N., Zhu,Y., Cai,X., Jiang,S.(2022). Exploring Chinese Lexical Differences Based on Synergetic-linguistic Model. Digital Scholarship in the Humanities,1-11.
Fu,Y., Lin,N., Jiang,S.(2023).Cross-Lingual Named Entity Recognition for Heterogenous Languages.ACM/IEEE Transactions on Audio, Speech and Language Processing.,31,371-382
Fu,Y., Lin,N., Yu,X., Jiang,S.(2023)Self-Training With Double Selectors for Low-Resource Named Entity Recognition. IEEE/ACM Transactions on Audio, Speech, and Language Processing,31,1265-1275
Lin,N., Fu,Y., Jiang,S.(2023).CL-XABSA: Contrastive Learning for Cross-lingual Aspect-based Sentiment Analysis.ACM/IEEE Transactions on Audio, Speech and Language Processing,31,2935-2946
Fu,Y., Lin,N., Yang,Z.,Jiang,S.(2023).Towards Malay Named Entity Recognition: An Open-Source Dataset and A Multi-Task Framework.Connection Science,1-23
Lin,N., Lin,X., Jiang,S.(2023).A Chinese GEC Model Based on Grammatical Generalization and Parameter Sharing.The Computer Journal,1-9
Academic awards
2020 Guangdong Province Distinguished Teacher
Professional associations
2006–present Chinese Computer Federation
2010–present Chinese Association for Artificial Intelligence
2016–present Chinese Information Processing Society of China
2020–present Computer Academy of Guangdong