I am currently a postdoctoral fellow in the Natural Language Processing Laboratory at the National Taiwan University. My interests are natural language processing and information retrieval.


Education

National Taiwan University, Taipei, Taiwan, Ph.D. in Computer Science and Information Engineering
Advisor: Prof. Hsin-Hsi Chen
Doctoral Dissertation: Interpretation of Chinese Discourse Markers, Discourse Relation Recognition, and their Relationships with Sentiment Polarity

National Chiao-Tung University, Hsin-Chu, Taiwan, M.S. degree in Computer Science and Engineering
Advisor: Prof. Chuen-Tsai Sun
Master Thesis: Classical Chinese Sentence Division by Sequence Labeling Approaches

National Tsing-Hua University, Hsin-Chu, Taiwan, B.S. degree in Computer Science


Internships

Software Engineering Intern, Google, Taipei, Taiwan, 2008

Software Enginnering Intern, Taiwan Depository and Clearing Corporation, Taipei, Taiwan, 2004


Honors

  1. Honorable Mention, Doctoral Dissertation Award of ACLCLP, 2014
    中華民國計算語言學會博士論文獎佳作
  2. Student Travel Grant of Foundation for the Advancement of Outstanding Scholarship, Taiwan, 2014
    財團法人傑出人才發展基金會優秀學生出國開會補助
  3. Student Travel Grant of Ministry of Science and Technology (NSC), Taiwan, 2011-2014
    行政院科技部(國科會)研究生出席國際學術會議補助
  4. Finalist, Google Cloud Developer Challenge (GCDC), 2013
  5. Student Travel Grant of ACLCLP, 2013
    中華民國計算語言學會學生出席國際會議獎助
  6. Second Place, Social and Applied Popular Science Writing Award, Taiwan, 2008
    第一屆社會暨應用科學科普寫作獎第二名
  7. Honorable Mention, Master Thesis Award of ACLCLP, 2008
    中華民國計算語言學會碩士論文獎佳作
  8. Third Place, National Collegiate Programming Contest (NCPC), 2005
  9. Silver Medal, ACM International Collegiate Programming Contest (ICPC) - Guangzhou, 2003
  10. First Place, National Collegiate Programming Contest (NCPC), 2003
  11. Bronze Medal, ACM International Collegiate Programming Contest (ICPC) - Xian, 2002
  12. Fifth Place, ACM International Collegiate Programming Contest (ICPC) - Kaohsiung, 2002
  13. Finalist, Trend Micro Natural Born Programming Contest, 2002
  14. Second Place, National Problem Solving Contest on Internet (NPSC), 2000

Resources

  1. DISA: A Scientific Writing Advisor with Deep Information Structure Analysis, 2017
    A higher-level writing assistant system, which analyzes the information structure of abstracts, and retrieves the knowledge according to the research goals from the related work. By incorporating the latest neural-network technologies including linguistically-informed neural-network and autoencoder, DISA extends the scope of computer-aided writing.
  2. NL2KB (Natural Language to Knowledge Base), 2016
    A Chinese relational pattern resource based on properties in the DBpedia knowledge base. An algorithm is proposed to automatically map the relations. A total of 7,139 relational patterns that cover 1,087 properties are extracted and verified. The human verified Chinese relational patterns can be utilized in various tasks such as knowledge base acceleration and question-answering.
  3. NTU Chinese Causal Corpus, 2016
    A Chinese causal corpus containing 1,314 pairs of arguments based on the Chinese Discourse Treebank (CDTB) by Li et al. (2014). Each sentence is labeled with it s causal type, causal directionality, and tense information.
  4. NTU Chinese Discourse Resources, 2014
    A collection of datasets related to the study on Chinese discourse analysis.


Publications

  1. Wei-Chuan Hsiao, Hen-Hsen Huang, and Hsin-Hsi Chen. 2017. Integrating Subject, Type, and Property Identification for Simple Question Answering over Knowledge Base. To appear in Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP 2017), Taipei, Taiwan.
  2. Hen-Hsen Huang, An-Zi Yen, and Hsin-Hsi Chen. 2017. MKDS: A Medical Knowledge Discovery System Learned from Electronic Medical Records (Demonstration). To appear in Proceedings of the 2017 Asia Information Retrieval Societies Conference (AIRS 2017), Jeju Island, Korea.
  3. Yang-Yin Lee, Ting-Yu Yen, Hen-Hsen Huang, and Hsin-Hsi Chen. 2017. Structural-fitting Word Vectors to Linguistic Ontology for Semantic Relatedness Measurement. To appear in Proceedings of the 26th ACM International Conference on Information and Knowledge Management (CIKM 2017), Short Paper, Singapore.
  4. Hen-Hsen Huang and Hsin-Hsi Chen. 2017. DISA: A Scientific Writing Advisor with Deep Information Structure Analysis (Demonstration). In Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), pages 5229-5231, Melbourne, Australia. (PDF)
  5. Man-Chun Ko, Hen-Hsen Huang, and Hsin-Hsi Chen. 2017. Paid Review and Paid Writer Detection. In Proceedings of the 2017 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2017), pages 637-645, Leipzig, Germany. (PDF)
  6. An-Zi Yen, Hen-Hsen Huang, and Hsin-Hsi Chen. 2017. Fusing Domain-Specific Data with General Data for In-Domain Applications. In Proceedings of the 2017 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2017), pages 566-572, Leipzig, Germany. (PDF)
  7. Yow-Ting Shiue, Hen-Hsen Huang, and Hsin-Hsi Chen. 2017. Detection of Chinese Word Usage Errors for Non-Native Chinese Learners with Bidirectional LSTM. In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017), pages 404-410, Vancouver, Canada. (PDF)
  8. Chung-Chi Chen, Hen-Hsen Huang and, Hsin-Hsi Chen. 2017. NLG301 at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News. In Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval 2017), pages 847-851, Vancouver, Canada. (PDF)
  9. Po-Yu Huang, Hen-Hsen Huang, Yu-Wun Wang, Ching Huang, and Hsin-Hsi Chen. 2017. NTU-1 at SemEval-2017 Task 12: Detection and Classification of Temporal Events in Clinical Data with Domain Adaptation. In Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval 2017), pages 1010-1013, Vancouver, Canada. (PDF)
  10. Hen-Hsen Huang, Yu-Wei Wen, and Hsin-Hsi Chen. 2017. Detection of False Online Advertisements with DCNN. In Proceedings of the 26th International Conference on World Wide Web (WWW 2017), pages 795-796, Perth, Australia. (PDF)
  11. Yu-Hsiang Huang, Hen-Hsen Huang, and Hsin-Hsi Chen. 2017. Identification of Homographic Pun Location for Pun Understanding. In Proceedings of the 26th International Conference on World Wide Web (WWW 2017), pages 797-798, Perth, Australia. (PDF)
  12. Yu-Hsiang Huang, Hen-Hsen Huang, and Hsin-Hsi Chen. 2017. Iron Detection with Attentive Recurrent Neural Networks. In Proceedings of the 39th European Conference on Information Retrieval (ECIR 2017), pages 534-540, Aberdeen, Scotland UK. (PDF)
  13. Hen-Hsen Huang, Jun-Jie Wang, and Hsin-Hsi Chen. 2017. Implicit Opinion Analysis: Extraction and Polarity Labelling. Journal of the Association for Information Science and Technology (JASIST), 68(9):2076–2087. doi:10.1002/asi.23835 (Link)
  14. Han-Bin Chen, Hen-Hsen Huang, An-Chang Hsieh, and Hsin-Hsi Chen. 2017. A Simplification-Translation-Restoration Framework for Domain Adaptation in Statistical Machine Translation: A Case Study in Medical Record Translation. Computer Speech and Language, 42:59-80. doi: http://dx.doi.org/10.1016/j.csl.2016.08.003 (Link)
  15. Hen-Hsen Huang, Chang-Rui Yang, and Hsin-Hsi Chen. 2016. Chinese Tense Labelling for Causal Analysis. In Proceedings of the 26th International Conference on Computational Linguistics (COLING 2016), pages 2227–2237, Osaka, Japan. (PDF)
  16. Hen-Hsen Huang, Yen-Chi Shao, and Hsin-Hsi Chen. 2016. Chinese Preposition Selection for Grammatical Error Diagnosis. In Proceedings of the 26th International Conference on Computational Linguistics (COLING 2016), pages 888–899, Osaka, Japan. (PDF)
  17. Sheng-Lun Wei, Yen-Pin Chiu, Hen-Hsen Huang, and Hsin-Hsi Chen. 2016. Resolving Vocabulary Gap between Natural Language and Knowledge Base in Knowledge Base Construction and Retrieval. In Proceedings of the 26th International Conference on Computational Linguistics (COLING 2016): System Demonstration, pages 282–286, Osaka, Japan. (PDF)
  18. Hen-Hsen Huang and Hsin-Hsi Chen. 2016. Big Health Data and Its Applications. Formosan Journal of Medicine, 20(6):1-6. (Invited paper) (Link)
  19. Yang-Yin Lee, Hao Ke, Hen-Hsen Huang, and Hsin-Hsi Chen. 2016. Combining Word Embedding and Lexical Database for Semantic Relatedness Measurement. In Proceedings of 25th World Wide Web Conference (WWW 2016), pages 73-74, Montreal, Canada. (PDF)
  20. Yang-Yin Lee, Hao Ke, Hen-Hsen Huang, and Hsin-Hsi Chen. 2016. Less is More: Filtering Abnormal Dimensions in GloVe. In Proceedings of 25th World Wide Web Conference (WWW 2016), pages 71-72, Montreal, Canada. (PDF)
  21. Huan-Yuan Chen, Wan-Shan Liao, Hen-Hsen Huang, and Hsin-Hsi Chen. 2016. Fine-Grained Chinese Discourse Relation Labelling. In Proceedings of 10th Language Resources and Evaluation Conference (LREC 2016), pages 1034-1038, Portorož, Slovenia. (PDF)
  22. Hen-Hsen Huang, Kai-Chun Chang, and Hsin-Hsi Chen. 2014. Modeling Human Inference Process for Textual Entailment Recognition. International Journal of Computational Linguistics and Chinese Language Processing (IJCLCLP), 19(3): 39-54. (PDF)
  23. Hen-Hsen Huang, Tai-Wei Chang, Huan-Yuan Chen, and Hsin-Hsi Chen. 2014. Interpretation of Chinese Discourse Connectives for Explicit Discourse Relation Recognition. In Proceedings of the 25th International Conference on Computational Linguistics (COLING 2014), pages 632-643, Dublin, Ireland. (PDF)
  24. Hen-Hsen Huang, Chi-Hsin Yu, Tai-Wei Chang, Cong-Kai Lin, and Hsin-Hsi Chen. 2014. Web-Based Analysis of Chinese Discourse Markers for Opinion Mining. In Proceedings of the 2014 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2014), pages 87-93, Warsaw, Poland. (PDF)
  25. Hen-Hsen Huang, Chia-Chun Lee, and Hsin-Hsi Chen. 2014. Mining Professional Knowledge from Medical Records. In D. Ślȩzak et al., editors, Brain Informatics and Health (BIH 2014), Lecture Notes in Artificial Intelligence, volume 8609. Springer International Publishing, Switzerland, pages 152–163. (PDF)
  26. Hen-Hsen Huang, Chang-Sheng Yu, Huan-Yuan Chen, Hsin-Hsi Chen, Po-Ching Lee, and Chun-Hsun Chen. 2014. Integrating Linguistic and World Knowledge for Domain-Adaptable Natural Language Interfaces. In E. Métais, M. Roche, and M. Teisseire, editors, Natural Language Processing and Information Systems (NLDB 2014), Lecture Notes in Computer Science, volume 8455. Springer International Publishing, Switzerland, pages 237–241. (PDF)
  27. Hen-Hsen Huang, Huan-Yuan Chen, Chang-Sheng Yu, and Hsin-Hsi Chen. 2014. Sentence Rephrasing for Parsing Sentences with OOV Words. In Proceedings of the 9th edition of the Language Resources and Evaluation Conference (LREC 2014), pages 2859-2862, Reykjavik, Iceland. (PDF)
  28. Hen-Hsen Huang, Kai-Chun Chang, and Hsin-Hsi Chen. 2013. Modeling Human Inference Process for Textual Entailment Recognition. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), pages 446-450, Sofia, Bulgaria. (PDF)
  29. An-Chang Hsieh, Hen-Hsen Huang, and Hsin-Hsi Chen. 2013. Uses of Monolingual In-Domain Corpora for Cross-Domain Adaptation with Hybrid MT Approaches. In Proceedings of the Second Workshop on Hybrid Approaches to Translation, pages 117-122, Sofia, Bulgaria. (PDF)
  30. Hen-Hsen Huang, Chi-Hsin Yu, Tai-Wei Chang, Cong-Kai Lin, and Hsin-Hsi Chen. 2013. Analyses of the Association between Discourse Relation and Sentiment Polarity with a Chinese Human-Annotated Corpus. In Proceedings of the 7th Linguistic Annotation Workshop and Interoperability with Discourse (LAW VII 2013), pages 70-78, Sofia, Bulgaria. (PDF)
  31. Chia-Chun Lee, Hen-Hsen Huang, and Hsin-Hsi Chen. 2013. Medical Record Retrieval and Extraction for Professional Information Access. In Proceedings of 2013 ECIR Workshop on Integrating IR technologies for Professional Search, pages 17-25, Moscow, Russia. (PDF)
  32. Hen-Hsen Huang, Chia-Chun Lee, and Hsin-Hsi Chen. 2012. Outpatient Department Recommendation based on Medical Summaries. Information Retrieval Technology (AIRS 2012), Lecture Notes in Computer Science, volume 7675. Springer Berlin Heidelberg, pages 518-527 (PDF)
  33. Han-Bin Chen, Hen-Hsen Huang, Hsin-Hsi Chen, and Ching-Ting Tan. 2012. A Simplification-Translation-Restoration Framework for Cross-Domain SMT Applications. In Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012), pages 545-560, Mumbai, India. (PDF)
  34. Hen-Hsen Huang and Hsin-Hsi Chen. 2012. An Annotation System for Development of Chinese Discourse Corpus. In Proceedings of the 24th International Conference on Computational Linguistics (COLING 2012): Demonstration Papers, pages 223-230, Mumbai, India. (PDF)
  35. Han-Bin Chen, Hen-Hsen Huang, An-Chang Hsieh, Hsin-Hsi Chen, Ching-Ting Tan, and Jengwei Tjiu. 2012. A Pilot Statistical Medical Summary Translation System. In Proceedings of the 2012 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2012), Tainan, Taiwan. (PDF)
  36. Hen-Hsen Huang and Hsin-Hsi Chen. 2012. Contingency and Comparison Relation Labeling and Structure Prediction in Chinese Sentences. In Proceedings of the 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL 2012), pages 261-269, Seoul, South Korea. (PDF)
  37. Han-Bin Chen, Hen-Hsen Huang, Jengwei Tjiu, Ching-Ting Tan, and Hsin-Hsi Chen. 2012. A Statistical Medical Summary Translation System. In Proceedings of 2012 ACM SIGHIT International Health Informatics Symposium (IHI 2012), pages 101-110, Miami, Florida. (PDF)
  38. Hen-Hsen Huang, Kai-Chun Chang, James M.C. Haver II, and Hsin-Hsi Chen. 2011. NTU Textual Entailment System for NTCIR 9 RITE Task. In Proceedings of NTCIR-9 Workshop Meeting, pages 349-352, Tokyo, Japan. (PDF)
  39. Hen-Hsen Huang and Hsin-Hsi Chen. 2011. Chinese Discourse Relation Recognition. In Proceedings of 5th International Joint Conference on Natural Language Processing (IJCNLP 2011), pages 1442-1446, Chiang Mai, Thailand. (PDF)
  40. Hen-Hsen Huang and Hsin-Hsi Chen. 2011. Pause and Stop Labeling for Chinese Sentence Boundary Detection. In Proceedings of the International Conference Recent Advances in Natural Language Processing 2011 (RANLP 2011), pages 146-153, Hissar, Bulgaria. (PDF)
  41. Han-Bin Chen, Hen-Hsen Huang, Jengwei Tjiu, Ching-Ting Tan, and Hsin-Hsi Chen. 2011. Identification and Translation of Significant Patterns for Cross-Domain SMT Applications. In Proceedings of the Thirteenth Machine Translation Summit, Xiamen, China. (PDF)
  42. Hen-Hsen Huang, Chuen-Tsai Sun, and Hsin-Hsi Chen. 2010. Classical Chinese Sentence Segmentation. In Proceedings of CIPS-SIGHAN Joint Conference on Chinese Language Processing, pages 15-22, Beijing, China. (PDF)
  43. Chien-Chia Chen, Chu-Ti Lin, Hen-Hsen Huang, Shih-Wei Huang, and Chin-Yu Huang. 2006. CARATS: A Computer-Aided Reliability Assessment Tool for Software Based on Object-Oriented Design. In Proceedings of the 2006 IEEE Region 10 Conference (TENCON 2006), pages 1-4, Hong Kong, China. (PDF)
  44. Chien-Chia Chen, Hen-Hsen Huang, Shih-Wei Huang, Chu-Ti Lin, and Chin-Yu Huang. 2006. Object-Oriented Software Reliability Assessment Tool: CARATS. In Proceedings of the Second Taiwan Conference on Software Engineering (TCSE 2006), pages 135-140, Taipei, Taiwan. (PDF)