Projects per year
Personal profile
Education
- 2016.07 Ph.D., Department of Information Management, National Taiwan University, Taiwan
- 2007.06 M.S., Department of Information Management, Chang Jung Christian University, Taiwan
- 2005.06 B.S., Department of Information Management, Leader University, Taiwan
Experience
- 2020.08- Vice Dean, Data Science, Taipei Medical University
- 2020.08- Associate Professor, Graduate Institute of Data Science, Taipei Medical University
- 2017.08-2020.07 Assistant Professor, Graduate Institute of Data Science, Taipei Medical University
- 2017.01-2017.07 Academia Sinica Postdoctoral Fellowship, Institute of Information Science, Academia Sinica, Taiwan
- 2016.08-2016.12 Postdoctoral Research Fellow, Institute of Information Science, Academia Sinica, Intelligent Agent System Lab, Taiwan
- 2010.01-2016.07 Research Assistant, Institute of Information Science, Academia Sinica, Intelligent Agent System Lab, Taiwan
- 2008.01-2009.12 Software Engineer, Institute of Physics, Academia Sinica, Grid Computing Center, Taiwan
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
- 2016 Academia Sinica Postdoctoral Fellowship (acceptance rate: 6/181 = 3.31%)
- 2016 ACLCLP Doctoral Dissertation Award
- 2016 Bronze medal 5x5 Shogi in TCGA 2016 computer game tournaments
- 2015 ACLCLP Student Travel Grant for ACL-IJCNLP, Taiwan
- 2015 Bronze medal 5x5 Shogi in TAAI 2015 computer game tournaments
- 2014 Bronze medal 5x5 Shogi in TAAI 2014 computer game tournaments
- 2014 Merit Paper Award in the international track of TAAI
- 2013 FAOS Outstanding Students Conference Travel Grant
- 2013 Merit Paper Award in the domestic track of TAAI
- 2006 Best Paper Award of the Computer Society of the Republic of China
- 2005 Best Paper Award of the 2005 National Computer Symposium
- 2004 Best Final Project Award of the Department of Information Management Leader University, Taiwan
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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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以深度學習和自然語言理解技術分析生醫文獻資料
1/1/21 → 12/31/21
Project: B - Project of TMU › h - Higher Education Sprout Project
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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(3/3)
9/1/20 → 8/1/21
Project: A - Government Institution › b - Ministry of Science and Technology
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以機器學習和自然語言理解技術探勘社群互動關係及商業智慧之應用(1/2)
8/1/20 → 7/1/21
Project: A - Government Institution › b - Ministry of Science and Technology
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以深度學習和自然語言理解技術分析臨床病歷資料
1/1/20 → 12/1/20
Project: B - Project of TMU › h - Higher Education Sprout Project
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整合對話知識框架與深度學習之智慧型服務研究與應用
1/1/20 → 12/31/20
Project: C - Project of Alliance › l - National Taiwan Ocean University
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LBERT: Lexically aware Transformer-based Bidirectional Encoder Representation model for learning universal bio-entity relations
Warikoo, N., Chang, Y. C. & Hsu, W. L., Apr 20 2021, In: Bioinformatics (Oxford, England). 37, 3, p. 404-412 9 p.Research output: Contribution to journal › Article › peer-review
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Online critical review classification in response strategy and service provider rating: Algorithms from heuristic processing, sentiment analysis to deep learning
Zhu, J. J., Chang, Y-C., Ku, C-H., Li, S. Y. & Chen, C-J., 2021, In: Journal of Business Research. 129, p. 860-877 18 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Predicting long-term mortality in patients with angina across the spectrum of dysglycemia: A machine learning approach
Li, Y. H., Sheu, W. H. H., Yeh, W. C., Chang, Y. C. & Lee, I. T., Jun 2021, In: Diagnostics. 11, 6, 1060.Research output: Contribution to journal › Article › peer-review
Open Access -
Social Media Mining for an Analysis of Nutrition and Dietary Health in Taiwan
Hsieh, Y. L., Chang, Y. C. & Chang, W. Y., May 23 2021, In: Nutrients. 13, 6Research output: Contribution to journal › Article › peer-review
Open Access -
Valence and Arousal-Infused Bi-Directional LSTM for Sentiment Analysis of Government Social Media Management
Cheng, Y-Y., Chen, Y-M., Yeh, W-C. & Chang, Y-C., 2021, In: Applied Sciences (Switzerland). 11, 2Research output: Contribution to journal › Article › peer-review