Yung-Chun Chang

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 54

Top Topics

Biomedical Literature

Sentiment Analysis

Topic Detection

Top Venues

Database J. Biol. Databases Curation

Publications

Sheng-Jie Lin, Chien Chin Chen, Yung-Chun Chang
AMP-BiLSTM: An Enhanced Highlight Extraction Method Using Multi-Channel Bi-LSTM and Self-Attention in Streaming Videos. ICSC (2024)
Panchanit Boonyarat, Di Jie Liew, Yung-Chun Chang
Leveraging enhanced BERT models for detecting suicidal ideation in Thai social media content amidst COVID-19. Inf. Process. Manag. 61 (4) (2024)
Chih Hao Ku, Yung-Chun Chang, Yichuan Wang
How to strategically respond to online hotel reviews: A strategy-aware deep learning approach. Inf. Manag. 61 (5) (2024)
Tzu-Ying Chen, Ting-Yun Huang, Yung-Chun Chang
Using a clinical narrative-aware pre-trained language model for predicting emergency department patient disposition and unscheduled return visits. J. Biomed. Informatics 155 (2024)
Robert Leaman, Rezarta Islamaj, Virginia Adams, Mohammed Alliheedi, João Rafael Almeida, Rui Antunes, Robert Bevan, Yung-Chun Chang, Arslan Erdengasileng, Matthew Hodgskiss, Ryuki Ida, Hyunjae Kim, Keqiao Li, Robert E. Mercer, Lukrécia Mertová, Ghadeer Mobasher, Hoo-Chang Shin, Mujeen Sung, Tomoki Tsujimura, Wen-Chao Yeh, Zhiyong Lu
Chemical identification and indexing in full-text articles: an overview of the NLM-Chem track at BioCreative VII. Database J. Biol. Databases Curation 2023 (2023)
Min-Chen Chen, Ting-Yun Huang, Tzu-Ying Chen, Panchanit Boonyarat, Yung-Chun Chang
Clinical narrative-aware deep neural network for emergency department critical outcome prediction. J. Biomed. Informatics 138 (2023)
Tzu-Ying Chen, Jean Aristide Aquino, Yu-Wen Chiu, Wen-Chao Yeh, Yung-Chun Chang
Understanding the Clinical Context of Medication Change Events in Clinical Narratives using Pre-trained Clinical Language Models. ICMHI (2023)
Yung-Chun Chang, Siu Hin Ng, Jung-Peng Chen, Yu-Chi Liang, Wen-Lian Hsu
Semantic Template-based Convolutional Neural Network for Text Classification. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (11) (2023)
Qingyu Chen, Alexis Allot, Robert Leaman, Rezarta Islamaj Dogan, Jingcheng Du, Li Fang, Wang Kai, Shuo Xu, Yuefu Zhang, Parsa Bagherzadeh, Sabine Bergler, Aakash Bhatnagar, Nidhir Bhavsar, Yung-Chun Chang, Sheng-Jie Lin, Wentai Tang, Hongtong Zhang, Ilija Tavchioski, Shubo Tian, Jinfeng Zhang, Yulia Otmakhova, Antonio Jimeno-Yepes, Hang Dong, Honghan Wu, Richard Dufour, Yanis Labrak, Niladri Chatterjee, Kushagri Tandon, Fréjus A. A. Laleye, Loïc Rakotoson, Emmanuele Chersoni, Jinghang Gu, Annemarie Friedrich, Subhash Chandra Pujari, Mariia Chizhikova, Naveen Sivadasan, Zhiyong Lu
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations. CoRR (2022)
Wen-Chao Yeh, Yu-Lun Hsieh, Yung-Chun Chang, Wen-Lian Hsu
Multifaceted Assessments of Traditional Chinese Word Segmentation Tool on Large Corpora. ROCLING (2022)
Yung-Chun Chang, Chih-Hao Ku, Duy-Duc Le Nguyen
Predicting aspect-based sentiment using deep learning and information visualization: The impact of COVID-19 on the airline industry. Inf. Manag. 59 (2) (2022)
Sheng-Jie Lin, Wen-Chao Yeh, Yu-Wen Chiu, Yung-Chun Chang, Min-Huei Hsu, Yi-Shin Chen, Wen-Lian Hsu
A BERT-based ensemble learning approach for the BioCreative VII challenges: full-text chemical identification and multi-label classification in PubMed articles. Database J. Biol. Databases Curation 2022 (2022) (2022)
Chien-Hung Chen, Yung-Chun Chang, Chih Hao Ku
Deep Neural Network-based Question Answering System for Customer Relationship Management. PACIS (2022)
Qingyu Chen, Alexis Allot, Robert Leaman, Rezarta Islamaj, Jingcheng Du, Li Fang, Wang Kai, Shuo Xu, Yuefu Zhang, Parsa Bagherzadeh, Sabine Bergler, Aakash Bhatnagar, Nidhir Bhavsar, Yung-Chun Chang, Sheng-Jie Lin, Wentai Tang, Hongtong Zhang, Ilija Tavchioski, Senja Pollak, Shubo Tian, Jinfeng Zhang, Yulia Otmakhova, Antonio Jimeno-Yepes, Hang Dong, Honghan Wu, Richard Dufour, Yanis Labrak, Niladri Chatterjee, Kushagri Tandon, Fréjus A. A. Laleye, Loïc Rakotoson, Emmanuele Chersoni, Jinghang Gu, Annemarie Friedrich, Subhash Chandra Pujari, Mariia Chizhikova, Naveen Sivadasan, Saipradeep Vg, Zhiyong Lu
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations. Database J. Biol. Databases Curation 2022 (2022) (2022)
Yung-Chun Chang, Tzu-Ying Chen, Ting-Yu Lin, Yu-Lun Hsieh
Using Multi-task Deep Neural Network to Explore Person Interaction from Social Media. WI/IAT (2022)
Neha Warikoo, Yung-Chun Chang, Wen-Lian Hsu
LBERT: Lexically aware Transformer-based Bidirectional Encoder Representation model for learning universal bio-entity relations. Bioinform. 37 (3) (2021)
Yung-Chun Chang, Yan-Chun Hsing
Emotion-infused deep neural network for emotionally resonant conversation. Appl. Soft Comput. 113 (Part) (2021)
Neha Warikoo, Yung-Chun Chang, Wen-Lian Hsu
LBERT: Lexically-aware Transformers based Bidirectional Encoder Representation model for learning Universal Bio-Entity Relations. Bioinform. 36 (22-23) (2021)
Siu Hin Ng, Yen-Chun Huang, Sheng-Jie Lin, Yung-Chun Chang
Context-dependent Features Fusion with BERT for Evaluating Multi-Turn Customer-Helpdesk Dialogues. WI/IAT (2021)
Ting-Hao Yang, Yu-Lun Hsieh, Shih-Hung Liu, Yung-Chun Chang, Wen-Lian Hsu
A flexible template generation and matching method with applications for publication reference metadata extraction. J. Assoc. Inf. Sci. Technol. 72 (1) (2021)
Yu-Chi Liang, Min-Chen Chen, Wen-Chao Yeh, Yung-Chun Chang
Numerical Relation Detection in Financial Tweets using Dependency-aware Deep Neural Network. ROCLING (2021)
Yu-Ya Cheng, Wen-Chao Yeh, Yan-Ming Chen, Yung-Chun Chang
Using Valence and Arousal-infused Bi-LSTM for Sentiment Analysis in Social Media Product Reviews. ROCLING (2021)
Duy-Duc Le Nguyen, Yen-Chun Huang, Yung-Chun Chang
Discriminative Features Fusion with BERT for Social Sentiment Analysis. IEA/AIE (2020)
Yu-Ting Chen, Zheng-Wen Lin, Yung-Chun Chang, Wen-Lian Hsu
KIDER: Knowledge-Infused Document Embedding Representation for Text Categorization. IEA/AIE (2020)
Chi-Jen Chen, Neha Warikoo, Yung-Chun Chang, Jin-Hua Chen, Wen-Lian Hsu
Medical knowledge infused convolutional neural networks for cohort selection in clinical trials. J. Am. Medical Informatics Assoc. 26 (11) (2019)
Yung-Chun Chang, Chih Hao Ku, Chun-Hung Chen
Social media analytics: Extracting and visualizing Hilton hotel ratings and reviews from TripAdvisor. Int. J. Inf. Manag. 48 (2019)
Wen-Chao Yeh, Yu-Lun Hsieh, Yung-Chun Chang, Wen-Lian Hsu
MONPA: 中文命名實體及斷詞與詞性同步標註系統(MONPA: A Multitask Chinese Segmentation, Named-entity and Part-of-speech Annotator). ROCLING (2019)
Chih Hao Ku, Yung-Chun Chang, Yichuan Wang, Chien-Hung Chen, Shih-Hui Hsiao
Artificial Intelligence and Visual Analytics: A Deep-Learning Approach to Analyze Hotel Reviews & Responses. HICSS (2019)
Wen-Chao Yeh, Yung-Chun Chang, Yu-Hsuan Li, Wei-Chieh Chang
Rhyming Knowledge-Aware Deep Neural Network for Chinese Poetry Generation. ICMLC (2019)
Neha Warikoo, Yung-Chun Chang, Hong-Jie Dai, Wen-Lian Hsu
An Ensemble Neural Network Model for Benefiting Pregnancy Health Stats from Mining Social Media. AIRS (2018)
Yung-Chun Chang, Fang Yi Lee, Chun-Hung Chen
A public opinion keyword vector for social sentiment analysis research. ICACI (2018)
Neha Warikoo, Yung-Chun Chang, Wen-Lian Hsu
LPTK: a linguistic pattern-aware dependency tree kernel approach for the BioCreative VI CHEMPROT task. Database J. Biol. Databases Curation 2018 (2018)
Yung-Chun Chang, Cheng-Wei Shih, Wen-Lian Hsu
Entailment-Based Intelligent System for Software Project Monitoring and Control. IEEE Syst. J. 12 (1) (2018)
Yu-Lun Hsieh, Yung-Chun Chang, Nai-Wen Chang, Wen-Lian Hsu
Identifying Protein-protein Interactions in Biomedical Literature using Recurrent Neural Networks with Long Short-Term Memory. IJCNLP(2) (2017)
Shuo-Han Chen, Min-Hong Shen, Yung-Chun Chang, Tseng-Yi Chen, Tsan-sheng Hsu, Hsin-Wen Wei, Wei-Kuan Shih
Utilizing Multi-Level Data Fault Tolerance to Converse Energy on Software-Defined Storage. SmartCloud (2017)
Yung-Chun Chang, Pi-Hua Chuang, Chien Chin Chen, Wen-Lian Hsu
FISER: A Feature-Based Detection System for Person Interactions. Comput. Intell. 33 (4) (2017)
Yi-Jie Huang, Chu-Hsien Su, Yi-Chun Chang, Tseng-Hsin Ting, Tzu-Yuan Fu, Rou-Min Wang, Hong-Jie Dai, Yung-Chun Chang, Jitendra Jonnagaddala, Wen-Lian Hsu
Incorporating Dependency Trees Improve Identification of Pregnant Women on Social Media Platforms. DDDSM@IJCNLP (2017)
Yu-Lun Hsieh, Yung-Chun Chang, Yi-Jie Huang, Shu-Hao Yeh, Chun-Hung Chen, Wen-Lian Hsu
MONPA: Multi-objective Named-entity and Part-of-speech Annotator for Chinese using Recurrent Neural Network. IJCNLP(2) (2017)
Zheng-Wen Lin, Yung-Chun Chang, Chen-Ann Wang, Yu-Lun Hsieh, Wen-Lian Hsu
CIAL at IJCNLP-2017 Task 2: An Ensemble Valence-Arousal Analysis System for Chinese Words and Phrases. IJCNLP (Shared Tasks) (2017)
Neha Warikoo, Yung-Chun Chang, Wen-Lian Hsu
Chemical-Induced Disease Detection Using Invariance-based Pattern Learning Model. DDDSM@IJCNLP (2017)
Yung-Chun Chang, Chien Chin Chen, Wen-Lian Hsu
SPIRIT: A Tree Kernel-Based Method for Topic Person Interaction Detection (Extended Abstract). ICDE (2017)
Shuo-Han Chen, Yung-Chun Chang, Tseng-Yi Chen, Min-Hong Shen, Hsin-Wen Wei, Tsan-sheng Hsu, Wei-Kuan Shih
Enabling Multi-Level Data Fault Tolerance on Software-Defined Storage System. FAS*W@SASO/ICCAC (2017)
Yung-Chun Chang, Yu-Lun Hsieh, Wen-Lian Hsu
CIAL System at the NTCIR-13 STC-2 Task. NTCIR (2017)
Yung-Chun Chang, Yu-Lun Hsieh, Cen-Chieh Chen, Wen-Lian Hsu
A semantic frame-based intelligent agent for topic detection. Soft Comput. 21 (2) (2017)
Yung-Chun Chang, Chien Chin Chen, Wen-Lian Hsu
SPIRIT: A Tree Kernel-Based Method for Topic Person Interaction Detection. IEEE Trans. Knowl. Data Eng. 28 (9) (2016)
Ting-Hao Yang, Yu-Lun Hsieh, You-Shan Chung, Cheng-Wei Shih, Shih-Hung Liu, Yung-Chun Chang, Wen-Lian Hsu
Principle-Based Approach for Semi-Automatic Construction of a Restaurant Question Answering System from Limited Datasets. IRI (2016)
Chun-Han Chu, Chen-Ann Wang, Yung-Chun Chang, Ying-Wei Wu, Yu-Lun Hsieh, Wen-Lian Hsu
Sentiment analysis on Chinese movie review with distributed keyword vector representation. TAAI (2016)
Xi Wang, Zhiya Zuo, Yang Zhang, Kang Zhao, Yung-Chun Chang, Chin-Shun Chou
Investigating Regional Prejudice in China Through the Lens of Weibo. SocInfo (2) (2016)
Yu-Lun Hsieh, Chen-Ann Wang, Ying-Wei Wu, Yung-Chun Chang, Wen-Lian Hsu
IASL valence-arousal analysis system at IALP 2016 shared task: Dimensional sentiment analysis for Chinese words. IALP (2016)
Yung-Chun Chang, Chun-Han Chu, Chien Chin Chen, Wen-Lian Hsu
Linguistic Template Extraction for Recognizing Reader-Emotion. Int. J. Comput. Linguistics Chin. Lang. Process. 21 (1) (2016)
Yu-Lun Hsieh, Yung-Chun Chang, Chun-Han Chu, Wen-Lian Hsu
How Do I Look? Publicity Mining From Distributed Keyword Representation of Socially Infused News Articles. SocialNLP@EMNLP (2016)
Sun Kim, Rezarta Islamaj Dogan, Andrew Chatr-aryamontri, Christie S. Chang, Rose Oughtred, Jennifer M. Rust, Riza Batista-Navarro, Jacob Carter, Sophia Ananiadou, Sérgio Matos, André Santos, David Campos, José Luís Oliveira, Onkar Singh, Jitendra Jonnagaddala, Hong-Jie Dai, Emily Chia-Yu Su, Yung-Chun Chang, Yu-Chen Su, Chun-Han Chu, Chien Chin Chen, Wen-Lian Hsu, Yifan Peng, Cecilia N. Arighi, Cathy H. Wu, K. Vijay-Shanker, Ferhat Aydin, Zehra Melce Hüsünbeyi, Arzucan Özgür, Soo-Yong Shin, Dongseop Kwon, Kara Dolinski, Mike Tyers, W. John Wilbur, Donald C. Comeau
BioCreative V BioC track overview: collaborative biocurator assistant task for BioGRID. Database J. Biol. Databases Curation 2016 (2016)
Yung-Chun Chang, Chun-Han Chu, Yu-Chen Su, Chien Chin Chen, Wen-Lian Hsu
PIPE: a protein-protein interaction passage extraction module for BioCreative challenge. Database J. Biol. Databases Curation 2016 (2016)
Yung-Chun Chang, Chin-Shun Chou, Yang Zhang, Xi Wang, Wen-Lian Hsu
Sentiment Analysis of Chinese Microblog Message using Neural Network-based Vector Representation for Measuring Regional Prejudice. PACIS (2016)
Yung-Chun Chang, Cen-Chieh Chen, Wen-Lian Hsu
Semantic Frame-Based Approach for Reader-Emotion Detection. PACIS (2015)
Shuo-Han Chen, Yung-Chun Chang, Tseng-Yi Chen, Yu-Chun Cheng, Hsin-Wen Wei, Tsan-sheng Hsu, Wei-Kuan Shih
Prolong Lifetime of Dynamic Sensor Network by an Intelligent Wireless Charging Vehicle. VTC Fall (2015)
Yu-Lun Hsieh, Shih-Hung Liu, Yung-Chun Chang, Wen-Lian Hsu
Neural Network-Based Vector Representation of Documents for Reader-Emotion Categorization. IRI (2015)
Chun-Han Chu, Apoorva Honnegowda Roopa, Yung-Chun Chang, Wen-Lian Hsu
Constructing sentiment sensitive vectors for word polarity classification. TAAI (2015)
Yu-Lun Hsieh, Shih-Hung Liu, Yung-Chun Chang, Wen-Lian Hsu
Distributed keyword vector representation for document categorization. TAAI (2015)
Yung-Chun Chang, Cen-Chieh Chen, Yu-Lun Hsieh, Chien Chin Chen, Wen-Lian Hsu
Linguistic Template Extraction for Recognizing Reader-Emotion and Emotional Resonance Writing Assistance. ACL (2) (2015)
Shih-Wen Hsu, Tseng-Yi Chen, Yung-Chun Chang, Shuo-Han Chen, Han-Chieh Chao, Tsen-Yeh Lin, Wei-Kuan Shih
Design a Hash-Based Control Mechanism in vSwitch for Software-Defined Networking Environment. CLUSTER (2015)
Hong-Jie Dai, Po-Ting Lai, Yung-Chun Chang, Richard Tzong-Han Tsai
Enhancing of chemical compound and drug name recognition using representative tag scheme and fine-grained tokenization. J. Cheminformatics 7 (S-1) (2015)
Tseng-Yi Chen, Shih-Wen Hsu, Han-Chieh Chao, Yung-Chun Chang, Heng-Yin Chen, Yu-Chun Cheng, Wei-Kuan Shih
Inspecting the performance of packet schedulers over a large-scale OpenFlow-based network. CTS (2015)
Yung-Chun Chang, Yu-Chen Su, Nai-Wen Chang, Wen-Lian Hsu
An Interaction Pattern Kernel Approach for Protein-Protein Interaction Extraction from Biomedical Literature. TAAI (2014)
Yu-Lun Hsieh, Shih-Hung Liu, Ting-Hao Yang, Yu-Hsuan Chen, Yung-Chun Chang, Gladys Hsieh, Cheng-Wei Shih, Chun-Hung Lu, Wen-Lian Hsu
A Frame-Based Approach for Reference Metadata Extraction. TAAI (2014)
Yung-Chun Chang, Yu-Lun Hsieh, Cen-Chieh Chen, Wen-Lian Hsu
Semantic Frame-Based Natural Language Understanding for Intelligent Topic Detection Agent. IEA/AIE (1) (2014)
Yung-Chun Chang, Yu-Lun Hsieh, Cen-Chieh Chen, Chad Liu, Chun-Hung Lu, Wen-Lian Hsu
Semantic Frame-based Statistical Approach for Topic Detection. PACLIC (2014)
Chih-Wei Chen, Nai-Wen Chang, Yung-Chun Chang, Hong-Jie Dai
Section Heading Recognition in Electronic Health Records Using Conditional Random Fields. TAAI (2014)
Yung-Chun Chang, Chien Chin Chen, Wen-Lian Hsu
A Composite Kernel Approach for Detecting Interactive Segments in Chinese Topic Documents. AIRS (2013)
Yung-Chun Chang, Hong-Jie Dai, Johnny Chi-Yang Wu, Jian-Ming Chen, Richard Tzong-Han Tsai, Wen-Lian Hsu
TEMPTING system: A hybrid method of rule and machine learning for temporal relation extraction in patient discharge summaries. J. Biomed. Informatics 46 (6) (2013)
Yung-Chun Chang, Pi-Hua Chuang, Chien Chin Chen, Wen-Lian Hsu
FISER: An Effective Method for Detecting Interactions between Topic Persons. AIRS (2012)
Mike Tian-Jian Jiang, Cheng-Wei Lee, Chad Liu, Yung-Chun Chang, Wen-Lian Hsu
Robustness Analysis of Adaptive Chinese Input Methods. WTIM@IJCNLP (2011)
Yung-Chun Chang, Pei-Ching Yang, Jung-Hsien Chiang
Ontology-Based Intelligent Web Mining Agent for Taiwan Travel. Web Intelligence/IAT Workshops (2009)