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<!DOCTYPE HTML>
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<title>Yu-Ming Hsieh</title>
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<span class="image avatar"><img src="images/107196a.jpg" alt="" /></span>
<h1 id="logo"><a href="#">Yu-Ming Hsieh</a></h1>
<p></p>
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<nav id="nav">
<ul>
<li><a href="#one" class="active">About</a></li>
<li><a href="#two">Research Interests</a></li>
<li><a href="#three">Publications</a></li>
<li><a href="#four">Others</a></li>
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<header class="major">
<h2>About</h2>
<p>Yu-Ming (Morris) Hsieh, 謝佑明 <br />
</p>
</header>
<p>Institute of Information Science, Academia Sinica <br />
Address: 128 Academia Road, Section 2, Nankang, Taipei 115, Taiwan <br />
(105 台北市南港區研究院路二段128號) <br />
<br /> <a href="#" class="icon fa-envelope"></a>
email: morris@iis.sinica.edu.tw <br />
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<section id="two">
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<h2>Research Interests</h2>
<ul class="feature-icons">
<li class="fa-file-text-o">Natural Language Processing</li>
<li class="fa-search">Data Mining</li>
<li class="fa-key">Machine Learning</li>
<li class="fa-cog">Knowledge Representation</li>
<li class="fa-android">Artificial Intelligence</li>
<li class="fa-file-text-o">Natural Language Understanding</li>
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</section>
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<section id="three">
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<header class="major">
<h2>Publications</h2>
</header>
<h3>Journals</h3>
<ul>
<li> Shu-Ling Huang, Keh-Jiann Chen, Wei-Yun Ma, Su-Chu Lin, <U>Yu-Ming Hsieh</U>, 2017, Semantic Relation Identification for Consecutive Predicative Constituents in Chinese. Lingua Sinica, (2017) 3:9, DOI 10.1186/s40655-017-0028-1.</li>
<li> <U>Yu-Ming Hsieh</U> and Wei-Yun Ma. 2016. N-best Rescoring for Parsing Based on Dependency-Based Word Embeddings. International Journal of Computational Linguistics and Chinese Language Process (IJCLCLP), 21(2):19-32.
<li> <U>Yu-Ming Hsieh</U>, Ming-Hong Bai, Shu-Ling Huang, and Keh-Jiann Chen. 2015. Correcting Chinese Spelling Errors with World Lattice Decoding. ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Vol. 14, No. 4, Article 18, Publication date: October 2015
<li> <U>Yu-Ming Hsieh</U>, Duen-Chi Yang, and Keh-Jiann Chen. 2007. Improve Parsing Performance by Self-Learning. International Journal of Computational Linguistics and Chinese Language Processing (IJCLCLP), 12(2):195-216. Included in Significant Research Achievements of Academia Sinica, 2007/2008, Taipei: Academia Sinica, pages 72-73
<li> Shu-Ling Huang, <U>Yu-Ming Hsieh</U>, Su-Chu Lin, and Keh-Jiann Chen. 2014. Resolving the Representational Problems of Polarity and Interaction between Process and State Verbs. International Journal of Computational Linguistics and Chinese Language Process (IJCLCLP), 19(2):33-52.
</ul>
<br>
<h3>Conferences</h3>
<ul>
<li> <U>Yu-Ming Hsieh</U>, and Wei-Yun Ma. 2016. 基於相依詞向量的剖析結果重估與排序/ N-best Parse Rescoring Based on Dependency-Based Word Embeddings. In Proceedings of ROCLING 2016, pages 100-102.
<li> <U>Yu-Ming Hsieh</U>, Jason S. Chang and Keh-Jiann Chen. 2014. Ambiguity Resolution for Vt-N Structures in Chinese. In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) 2014, pages 928-937.
<li> <U>Yu-Ming Hsieh</U>, Ming-Hong Bai, and Keh-Jiann Chen. 2013. Introduction to CKIP Chinese Spelling Check System for SIGHAN Bakeoff 2013 Evaluation. In Proceedings of the Seventh SIGHAN Workshop on Chinese Language Processing (SIGHAN-7), the 6th International Join Conference on Natural Language Processing (IJCNLP-2013), pages 59-63
<li> Ming-Hong Bai, <U>Yu-Ming Hsieh</U>, Keh-Jiann Chen, and Jason S. Chang. 2013. Translating Chinese Unknown Words by Automatically Acquired Templates. In Proceedings of the International Join Conference on Natural Language Processing (IJCNLP-2013), pages 839-843.
<li> Shu-Ling Huang , <U>Yu-Ming Hsieh</U>, Su-Chu Lin, and Keh-Jiann Chen. 2013. Lexical Representation and Classification of Eventive Verbs － Polarity and Interaction between Process and State. In Proceedings of the 7th SIGHAN Workshop on Chinese Language Processing (SIGHAN-7), the 6th International Joint Conference on Natural Language Processing (IJCNLP 2013), pages 20-28.
<li> <U>Yu-Ming Hsieh</U>, Su-Chu Lin, Jason S. Chang and Keh-Jiann Chen. 2013. Improving Chinese Parsing with Special-Case Probability Re-estimation. In Proceedings of 2013 IEEE International Conference on Asian Language Processing (IALP), pages 177-180. [DOI:101109/IALP.2013.54]
<li> <U>Yu-Ming Hsieh</U>, Ming-Hong Bai, Jason S. Chang and Keh-Jiann Chen. 2012. Improving PCFG Chinese Parsing with Context-Dependent Probability Re-estimation. In Proceedings of the Second CIPS-SIGHAN Joint Conference on Chinese Language Processing (CLP-2012), pages 216–221.
<li> Ming-Hong Bai, <U>Yu-Ming Hsieh</U>, Keh-Jiann Chen and Jason S. Chang. 2012. DOMCAT: A Bilingual Concordancer for Domain-Specific Computer Assisted Translation. In Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL 2012). System Demonstrations, pages 55-60, 2012.
<li> Duen-Chi Yang, <U>Yu-Ming Hsieh</U>, and Keh-Jiann Chen. 2008. Resolving Ambiguities of Chinese Conjunctive Structures by Divide-and-conquer Approaches. In Proceedings of the Third International Joint Conference on Natural Language Processing (IJCNLP 2008), pages 715-720, 2008.
<li> <U>Yu-Ming Hsieh</U>, Duen-Chi Yang, and Keh-Jiann Chen. 2006. Improve Parsing Performance by Self-Learning, In Proceedings of the Eighteenth Research on Computational Linguistics Conference (ROCLING), pages 63-76.
<li> <U>Yu-Ming Hsieh</U>, Duen-Chi Yang, and Keh-Jiann Chen. 2005. Linguistically-motivated Grammar Extraction, Generalization and Adaptation. Lecture Notes in Artificial Intelligence, Vol. 3651, October 2005, pages 177-187. (R Dale, K F Wong, J Su & O Y Kwong (eds), Natural Language Processing - IJCNLP 2005))
<li> <U>Yu-Ming Hsieh</U> and Chen Keh-Jiann. 2005. Chinese Treebanks and Grammar Extraction. Lecture Notes in Computer Science, Vol. 3248, 2005, pages 655-663. Revised Selected Papers, (K-Y Su, J. Tsujii, J.-H. Lee, O. Y. Kwong (eds), Natural language processing - IJCNLP 2004)
<li> <U>謝佑明</U>、楊敦淇、陳克健. 2004. Grammar Extraction, Generalization and Specialization. ROCLING XVI: Conference on Computational Linguistics and Speech Processing, pages 141-150, September 2-3, 2004, Howard Pacific Green Bay, Taipei, Taiwan, ROC.
<li> Ye-In Chang and <U>Yu-Ming Hsieh</U>. 2002. SETM*-MaxK: An Efficient SET-Based Approach to Find the Largest Itemset. the Sixth Pacific Asia Conf. on Knowledge Discovery and Data Mining (PAKDD02). Lecture Notes in Computer Science, Vol. 2336, 2002, pages 316-321.
<li> Ye-In Chang and <U>Yu-Ming Hsieh</U>. 2002. SETM*-Lmax: An Efficient SET-Based Approach to Find Maximal Large Itemsets. Proceeding of International Computer Symposium-ICS 2002, Haulien, Taiwan. 2002.
</ul>
<br>
<h3>Technical Report</h3>
<ul>
<li>CKIP. 2009. Lexical Semantic Representation and Semantic Composition: An Introduction to E-HowNet (E-HowNet Technical Report / 2009-01). Academia Sinica, Taipei.</li>
</ul>
</div>
</section>
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<header class="major">
<h2>Others</h2>
</header>
<h3>Education</h3>
2015.1: Ph.D., with advisors Prof. Jason S. Chang and Prof. Keh-Jiann Chen, CSE, NTHU
<blockquote> Thesis: "Syntactic Parsing for Mandarin Chinese via Structural Probability Re-estimation" </blockquote>
2000.7: M.S., with advisor Prof. Ye-In Chang, CSE, NSYSU.
<blockquote> Thesis: "An Efficient Set-based Approach to Mining Association Rules" </blockquote>
1998.7: B.S., IM, DYU.
<br>
<!--<h3>Invited Talks</h3>
<p>Invited Talks </p>
2016.09.05: Lexical Knowledge Representation and Tools of E-HowNet, Kaohsiung, KMU, Taiwan.</br>
-->
<br>
<h3>Job Experiences</h3>
2017.5 - Present: Postdoctoral Fellow, with Prof. Wei-Yun Ma, IIS, SINICA, Taiwan.</br>
2015.6 - 2017.5: Postdoctoral Fellow, with Prof. Wei-Yun Ma, IIS, SINICA, Taiwan (IPHS, NHRI, Taiwan).<br>
2006.9 - 2015.1: Research Assistant, with advisor Prof. Keh-Jiann Chen, IIS, SINICA, Taiwan. <br>
<br>
<h3>Awards</h3>
<ul>
<li>2014: CIPS-SIGHAN Chinese Spelling Check bakeoff Top 3.
<li>2013: SIGHAN Chinese Spelling Check: Error Detection Top 1, Correction Top 3.
<li>2012: CIPS-SIGHAN Traditional Chinese parsing bakeoff .
<li>2007/2008: Significant Research Achievements of Academia Sinica
</ul>
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