Projects per year
Personal profile
Education
- Ph.D., Department of Information Management, National Taiwan University, Taiwan (2010/09 – 2016/07)
- M.S., Department of Information Management, Chang Jung Christian University, Taiwan (2005/09 – 2007/07)
- B.S., Department of Information Management, Leader University, Taiwan (2001/09 – 2005/07)
Experience
- Assistant Professor, Graduate Institute of Data Science, Taipei Medical University (2017/08 – present)
- Academia Sinica Postdoctoral Fellowship, Institute of Information Science, Academia Sinica, Taiwan (2017/01 – 2017/07)
- Postdoctoral Research Fellow, Institute of Information Science, Academia Sinica, Intelligent Agent System Lab, Taiwan (2016/07 – 2016/12)
- Research Assistant, Institute of Information Science, Academia Sinica, Intelligent Agent System Lab, Taiwan (2010/01 – 2016/06)
- Software Engineer, Institute of Physics, Academia Sinica, Grid Computing Center, Taiwan (2008/01 – 2009/12)
Research Interests
- Natural Language Processing
- Information Extraction and Retrieval
- Text Categorization
- Cognitive Search
- Sentiment (Opinion and Emotion) Analysis
- Intelligent Chatbot of Deep Language Understanding
Awards
- Academia Sinica Postdoctoral Fellowship (acceptance rate: 6/181 = 3.31%) (2016)
- 2016 ACLCLP Doctoral Dissertation Award (2016)
- Bronze medal 5x5 Shogi in TCGA 2016 computer game tournaments (2016)
- ACLCLP Student Travel Grant for ACL-IJCNLP, Taiwan (2015)
- Bronze medal 5x5 Shogi in TAAI 2015 computer game tournaments (2015)
- Bronze medal 5x5 Shogi in TAAI 2014 computer game tournaments (2014)
- Merit Paper Award in the international track of TAAI 2014 (2014)
- FAOS Outstanding Students Conference Travel Grant (2013)
- Merit Paper Award in the domestic track of TAAI 2013 (2013)
- 2006 Best Paper Award of the Computer Society of the Republic of China (2006)
- Best Paper Award of the 2005 National Computer Symposium (2005)
- Best Final Project Award of the Department of Information Management Leader University, Taiwan (2004)
URL
Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
Syntactics
Engineering & Materials Science
Semantics
Engineering & Materials Science
Proteins
Engineering & Materials Science
Learning systems
Engineering & Materials Science
Linguistics
Engineering & Materials Science
Vector spaces
Engineering & Materials Science
Support vector machines
Engineering & Materials Science
Convolution
Engineering & Materials Science
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects 2017 2019
以多目標深度學習方法進行中文短句語意分析與建構領域對話機器人之研究(1/3)
9/1/18 → 8/31/19
Project: b - Ministry of Science and Technology
Research Output 2006 2017
A semantic frame-based intelligent agent for topic detection
Chang, Y. C., Hsieh, Y. L., Chen, C. C. & Hsu, W. L., Jan 1 2017, In : Soft Computing. 21, 2, p. 391-401 11 p.Research output: Contribution to journal › Article
Intelligent agents
Intelligent Agents
Semantics
Comprehensive Evaluation
Human Perception
Entailment-Based Intelligent System for Software Project Monitoring and Control
Chang, Y. C., Shih, C. W. & Hsu, W. L., Mar 20 2017, (Accepted/In press) In : IEEE Systems Journal.Research output: Contribution to journal › Article
Intelligent systems
Managers
Monitoring
Processing
Costs
FISER: A Feature-Based Detection System for Person Interactions
Chang, Y. C., Chuang, P. H., Chen, C. C. & Hsu, W. L., 2017, (Accepted/In press) In : Computational Intelligence.Research output: Contribution to journal › Article
Person
Proteins
Syntactics
Interaction
Semantics
IASL valence-Arousal analysis system at IALP 2016 shared task: Dimensional sentiment analysis for Chinese words
Hsieh, Y. L., Wang, C. A., Wu, Y. W., Chang, Y. C. & Hsu, W. L., Mar 10 2017, Proceedings of the 2016 International Conference on Asian Language Processing, IALP 2016. Institute of Electrical and Electronics Engineers Inc., p. 297-299 3 p. 7875990Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
dimensional analysis
systems analysis
rating
lack
evaluation
Identifying Protein-protein Interactions in Biomedical Literature using Recurrent Neural Networks with Long Short-Term Memory
Hsieh, Y. L., Chang, Y-C., Chang, N. W. & Hsu, W. L., 2017, Proceedings of the Eighth International Joint Conference on Natural Language Processing. Asian Federation of Natural Language Processing, p. 240-245 (Proceedings of the Eighth International Joint Conference on Natural Language Processing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Recurrent neural networks
Proteins
Semantics
Long short-term memory
Experiments