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Assistant Research Fellow/Professor  |  Ma, Wei-Yun  
 
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Publications
 
1. Peng-Hsuan Li, Tsu-Jui Fu, Wei-Yun Ma, "Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER," to appear in the 34th AAAI Conference on Artificial Intelligence (AAAI 2020),.
2. Lifeng Jin, Linfeng Song, Yue Zhang, Kun Xu, Wei-Yun Ma, Dong Yu, "Relation Extraction Exploiting Full Dependency Forests," to appear in the 34th AAAI Conference on Artificial Intelligence (AAAI 2020),.
3. Tsu-Hui Fu, Peng-Hsuan Li, Wei-Yun Ma, "GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation Extraction," International Conference on ACL, July 2019. :::icon
4. Hsin-Pei Lee, Jhih-Sheng Fan, Wei-Yun Ma, "iComposer: An Automatic Songwriting System for Chinese Popular Music," International Conference on NAACL Demo Track, June 2019.
5. Jhih-Sheng Fan, Mu Yang, Peng-Hsuan Li, Wei-Yun Ma, "HWE: Word Embedding with Heterogeneous Features," IEEE International Conference on Semantic Computing, January 2019. :::icon
6. Tsu-Hui Fu, Wei-Yun Ma, "Speed Reading: Learning to Read ForBackward via Shuttle," International Conference on EMNLP, October 2018. :::icon
7. Chi-Yen Chen, Wei-Yun Ma, "Word Embedding Evaluation Datasets and Wikipedia Title Embedding for Chinese," LREC, May 2018. :::icon
8. Wei-Yun Ma and Yueh-Yin Shih, "Extended HowNet 2.0 – An Entity-Relation Common-Sense Representation Model," LREC, May 2018. :::icon
9. Chi-Yen Chen, Wei-Yun Ma, "Embedding Wikipedia Title Based on Its Wikipedia Text and Categories," International Conference on Asian Language Processing, December 2017, (received Best Paper, Top1 out of 96 accepted papers) :::icon
10. Shu-Ling Huang, Keh-Jiann Chen, Wei-Yun Ma, Su-Chu Lin, Yu-Ming Hsieh, "Semantic Relation Identification for Consecutive Predicative Constituents in Chinese," Lingua Sinica, volume 3, number 9, pages 1-31, December 2017, DOI 10.1186/s40655-017-0028-1 :::icon
11. Yu-Sheng Li, Chien-Hui Tseng, Chian-Yun Huang, Wei-Yun Ma, "Guess What: A Question Answering Game via On-demand Knowledge Validation," International Conference on IJCNLP Demo Track, November 2017. :::icon
12. Peng-Hsuan Li, Wei-Yun Ma, Hsin-Yang Wang, "CKIP Valence-Arousal Predictor for the DSAP Shared Task," International Conference on IJCNLP Shared Tasks, November 2017, (Top 1 on arousal scores and Top 3 on total scores out of 13 international teams) :::icon
13. Peng-Hsuan Li, Ruo-Ping Dong, Yu-SiangWang, Ju-Chieh Chou, Wei-Yun Ma, "Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks," International Conference on EMNLP, September 2017. :::icon
14. Peng-Yu Chen, Yi-Hui Lee, Yueh-Han Wu, Wei-Yun Ma, "IExM: Information Extraction System for Movies," WWW 2017 Demo Track (receive Best Demo - Special Mention Award), April 2017. :::icon
15. Hsin-Yang Wang, Wei-Yun Ma, "Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement," International Conference on EACL, April 2017. :::icon
16. Jheng-Long Wu, Wei-Yun Ma, "A Deep Learning Framework for Coreference Resolution Based on Convolutional Neural Network," IEEE International Conference on Semantic Computing, January 2017. :::icon
17. Yu-Ming Hsieh, Wei-Yun Ma, "N-best Parse Rescoring Based on Dependency-Based Word Embeddings," International Journal of Computational Linguistics and Chinese Language Processing, volume 21, number 2, pages 19-34, December 2016. :::icon
18. Hsin-Yang Wang, Wei-Yun Ma, "CKIP Valence-Arousal Predictor for IALP 2016 Shared Task," International Conference on Asian Language Processing Shared Tasks(Top 1 out of 22 international teams on Valence of IALP 2016 Sentiment Task), November 2016. :::icon
19. Su-Chu Lin, Wei-Yun Ma and Yueh-Ying Shih, "A Unified Representation of Attributes and Their Semantic Composition," International Conference on Asian Language Processing, November 2016. :::icon
20. Yu-Ming Hsieh, Wei-Yun Ma, "N-best Parse Rescoring Based on Dependency-Based Word Embeddings," Conference on Computational Linguistics and Speech Processing, October 2016.
21. Shen-Yun Miao, Su-Chu Lin, Wei-Yun Ma, Keh-Yih Su, "Building a Corpus for Developing the Chinese Elementary School Math Word Problem Solver," Proceedings of ROCLING 2016, October 2016. :::icon
22. Yi-Chung Lin, Chao-Chun Liang, Kuang-Yi Hsu, Chien-Tsung Huang, Shen-Yun Miao, Wei-Yun Ma, Lun-Wei Ku, Churn-Jung Liau, Keh-Yih Su, "Designing a Tag-Based Statistical Math Word Problem Solver with Reasoning and Explanation," International Journal of Computational Linguistics and Chinese Language Processing, volume 20, number 2, pages 1-26, December 2015. :::icon
23. Wei-Yun Ma and Kathleen McKeown, "System Combination for Machine Translation through Paraphrasing," Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP), September 2015. :::icon
24. Chu-Ren Huang, Jia-Fei Hong, Wei-Yun Ma, Petr Šimon, "From Corpus to Grammar: Automatic Extraction of Grammatical Relations from Annotated Corpus," Journal of Chinese Linguistics Monograph Series, volume 25, pages 192-221, July 2015. :::icon
25. Shu-Ling Huang, Su-Chu Lin, Wei-Yun Ma, Keh-Jiann Chen, "Semantic Roles and Semantic Role Labeling," CKIP techreport 15-01 2015. :::icon
26. Wei-Yun Ma, Yun-Cheng Ju, Xiaodong He, and Li Deng, "Language Model Adaptation through Shared Linear Transformations," number MSR-TR-2014-90, Microsoft Research techreport 2014. :::icon
27. Wei-Yun Ma and Kathleen McKeown, "Using a Supertagged Dependency Model to Select a Good Translation in System Combination," Proceedings of NAACL-HLT, July 2013. :::icon
28. Wei-Yun Ma and Kathleen McKeown, "Detecting and Correcting Syntactic Errors in Machine Translation Using Feature-Based Lexicalized Tree Adjoining Grammars," International Journal of Computational Linguistics and Chinese Language Processing, volume 17, number 4, pages 1-14, December 2012. :::icon
29. Wei-Yun Ma and Kathleen McKeown, "Detecting and Correcting Syntactic Errors in Machine Translation Using Feature-Based Lexicalized Tree Adjoining Grammars," Proceedings of Conference on Computational Linguistics and Speech Processing, October 2012. :::icon
30. Wei-Yun Ma and Kathleen McKeown, "Phrase-level System Combination for Machine Translation Based on Target-to-Target Decoding," Proceedings of the 10th Biennial Conference of the Association for Machine Translation in the Americas, September 2012. :::icon
31. Wei-Yun Ma and Kathleen McKeown, "System Combination for Machine Translation Based on Text-to-Text Generation," Proceedings of Machine Translation Summit XIII, August 2011. :::icon
32. Kristen Parton, Wei-Yun Ma, Kathleen McKeown, and James Allan,, chapter "Using Query Time Information to Improve Multilingual Search and Response Generation," Handbook of Natural Language Processing and Machine Translation: DARPA Global Autonomous Language Exploitation, Joseph Olive, Caitlin Christianson and John McCary, editors, pages 691-697, Springer, 2011.
33. Kristen Parton, Kathleen R. McKeown, Bob Coyne, Mona T. Diab, Ralph Grishman, Dilek Hakkani-Tür, Mary Harper, Heng Ji, Wei-Yun Ma, Adam Meyers, Sara Stolbach, Ang Sun, Gokhan Tur, Wei Xu and Sibel Yaman, "Who, What, When, Where, Why? Comparing Multiple Approaches to the Cross-Lingual 5W Task," Proceedings of ACL-IJCNLP, July 2009. :::icon
34. Wei-Yun Ma and Kathleen McKeown, "Where's the Verb Correcting Machine Translation During Question Answering," Proceedings of ACL-IJCNLP, July 2009. :::icon
35. Wei-Yun Ma and Chu-Ren Huang, "中文動詞名物化判斷的統計式模型設計," Proceedings of Conference on Computational Linguistics and Speech Processing, October 2006. :::icon
36. Chu-Ren Huang, Wei-Yun Ma, Yi-Ching Wu, and Chih-Ming Chiu, "Knowledge-Rich Approach to Automatic Grammatical Information Acquisition:Enriching Chinese Sketch Engine with a Lexical Grammar," Proceedings of the 20th Pacific Asia Conference on Language, Information and Computation, September 2006. :::icon
37. Jia-Fei Hong, Chu-Ren Huang, and Wei-Yun Ma, "語料庫為本的兩岸對應詞彙發掘," Proceedings of the seventh Chinese Lexical Semantics Workshop, August 2006. :::icon
38. Wei-Yun Ma and Chu-Ren Huang, "Uniform and Effective Tagging of a Heterogeneous Giga-word Corpus," Proceedings of Language Resources and Evaluation Conference, July 2006. :::icon
39. Wei-Yun Ma and Keh-Jiann Chen, "Design of CKIP Chinese Word Segmentation System," International Journal of Asian Language Processing, volume 14, number 3, pages 235-249, May 2004. :::icon
40. Wei-Yun Ma and Keh-Jiann Chen, "A Bottom-up Merging Algorithm for Chinese Unknown Word Extraction," Proceedings of the second SIGHAN Workshop on Chinese Language Processing, July 2003. :::icon
41. Wei-Yun Ma and Keh-Jiann Chen, "Introduction to CKIP Chinese Word Segmentation System for the First International Chinese Word Segmentation Bakeoff," Proceedings of the second SIGHAN Workshop on Chinese Language Processing, July 2003. :::icon
42. Keh-Jiann Chen and Wei-Yun Ma, "Unknown Word Extraction for Chinese Documents," Proceedings of COLING, August 2002. :::icon
43. Wei-Yun Ma and Chen Keh-Jiann, "中文語料庫構建及管理系統設計," Proceedings of Conference on Computational Linguistics and Speech Processing, October 2001. :::icon
 
 
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