jinying@cis.upenn.edu Jinying Chen, page 1 Jinying Chen
Home Address: 32 Marvin Lane Piscataway, NJ, 08854 Cell phone: (732) 668-7728 jinying@cis.upenn.edu
University of Pennsylvania
Department of Computer and Information Science 3330 Walnut Street, Levine Hall, CIS Dept.
Philadelphia, PA, 19104
游戏网名大全Office: (215) 573-7736
www.cis.upenn.edu/~jinying
Education
University of Pennsylvania, Philadelphia, PA, USA Ph.D. candidate 2001 – Pres. Department of Computer and Information Science
Disrtation: Towards High-performance Word Sen Disambiguation by Combining Rich
Linguistic Knowledge and Machine Learning Approaches (to be defended in
July, 2006)
Advisor: Martha S. Palmer
Committee Members: Joshi K. Aravind, Claire Cardie, (external examiner),
Mitch P. Marcus (chair), Lyle H. Ungar
University of Pennsylvania, Philadelphia, PA, USA
M.S. 2000 – 2001 Department of Computer and Information Science
紫糯米Tsinghua University, Beijing, China
M.E. 1998 – 2000, B.S. 1994 – 1998 Department of Computer Science and Technology
Rearch Interests
Machine learning and feature engineering for natural language processing (NLP). Automatic word
n disambiguation; clustering mantically coherent words and automatic acquisition of large-scale mantic taxonomies. NLP applications to information retrieval, information extraction, machine translation and bioinformatics.
Rearch Experience
Department of Computer and Information Science, University of Pennsylvania
Ph.D. Candidate 2001 – 2006
High performance supervid word n disambiguation (WSD) through combining linguistically motivated features and a smoothed Maximum Entropy (MaxEnt) model. The system achieved higher accuracy than previous best systems on the SENSEVAL2 English verb data.
Unsupervid and active learning methods for WSD. EM clustering for Chine verb ns and active learning for English verb ns. Clustering-bad feature lection for WSD. Noun clustering and mi-automatically created noun taxonomies, ud for mantic features for WSD. Nominal entity detection for the Chine Automatic Content Extraction (CACE) project (summer 2003, summer 2004). Boosting and TAG (Tree Adjoining Grammar) Supertagging for template relation detection, a subtask of the MUC-7 information extraction task (fall, 2001).
Department of Computer Science & Technology, Tsinghua University, Beijing, China
Master Student, Senior College Student 1997 – 2000
你和
应届生面试问题Visualization, dimension reduction, and classification algorithms for Chine character recognition. A classification algorithm, bad on Mahalanobis distance and dimension reduction, for distinguishing well-similar handwritten Chine characters.
Honors and Awards
• Graudate student rearch fellowship from the Department of Computer and Information Science, University of Pennsylvania. Sept. 2000 – pres.
• Tsinghua-Motorola Outstanding Student Scholarship, top 3 among over 50 graduate students in the Department of Computer Science and Technology, Tsinghua University.
Oct. 1999
• Honor of Excellent Student of Tsinghua University, top 10 among over 150 undergraduate students in the Department of Computer Science and Technology, Tsinghua University. Nov. 1997
• Tsinghua-Daren Chen Scholarship, top 5 among over 150 undergraduate students in the Department of Computer Science and Technology, Tsinghua University. Nov. 1996• Honor of Excellent Student of Tsinghua University, top 10 among over 150 undergraduate students in the Department of Computer Science and Technology, Tsinghua University. Nov. 1995
• First Prize in the Tenth National High School Student Contest in Physics in Tianjin, sponsored by Chine Physical Society and Tianjin Physical Society. Top 10 among over 1,000 competition participants in Tianjin area. Nov. 1993.
Publications
• Nianwen Xue, Jinying Chen and Martha Palmer. Aligning Features with Sen Distinction Dimensions. Submitted.
• Jinying Chen, Andrew Schein, Lyle Ungar and Martha Palmer. An Empirical Study of the Behavior of Active Learning for Word Sen Disambiguation. Accepted by Human Language Technology conference - North American chapter of the Association for Computational Linguistics annual meeting (HLT-NAACL) 2006.New York City.
• Jinying Chen and Martha Palmer. Clustering-bad Feature Selection for Verb Sen Disambiguation. In Proceedings of the 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE 2005), pp. 36-41. Oct.
曾大力30- Nov. 1, Wuhan, China, 2005.
• Jinying Chen and Martha Palmer. Towards Robust High Performance Word Sen Disambiguation of English Verbs Using Rich Linguistic Features, In Proceedings of the 2nd International Joint Conference on Natural Language Processing (IJCNLP2005), pp.日逐王
苦难岁月7至9
933-944. Oct. 11-13, Jeju, Korea, 2005.
• Martha Palmer, Nianwen Xue, Olga B Babko-Malaya, Jinying Chen and Benjamin Snyder. A Parallel Proposotion Bank II for Chine and English, in Proceedings of the 2005 ACL Workshop in Frontiers in Annotation II: Pie in the Sky, pp. 61-68. June 29, Ann Arbor, Michigan, 2005.
• Jinying Chen and Martha Palmer. Unsupervid Learning of Chine Verb Sens by Using an EM Clustering Model with Rich Linguistic Features. In Proceedings of the 42nd Annual Meeting of Computational Linguists (ACL-04), pp. 295-302. July 21-23, Barcelona, Spain. 2004.
• Jinying Chen, Nianwen Xue and Martha Palmer. Using a Smoothing Maximum Entropy Model for Chine Nominal Tagging (poster prentation), In Proceedings of the 1st International Joint Conference on Natural Language Processing, pp. 493-500. March 22-
24, Hainan Island, China, 2004.
• Libin Shen and Jinying Chen. Using Supertag in MUC-7 Template Relation Task, Technical Report, MS-CIS-02-26, CIS Dept., University of Pennsylvania, 2002.
• Jinying Chen, Yijiang Jin and Shaoping Ma. The Visualization Analysis of Handwritten Chine Characters in Their Feature Space. Journal of Chine Information Processing.
Vol.14, No. 5, pp42~48, 2000.
• Jinying Chen, Yijiang Jin and Shaoping Ma. A Learning Algorithm Detecting the Similar Chine Characters’ Boundary Bad on Unequal-Contraction of Dimension. In Proceedings of the 3rd World Congress on Intelligent Control and Automation, pp. 2765-
2769, vol. 4. June 28-July 02, Hefei, China, 2000.
Oral Prentations (2001-2006)
• “Towards Robust High Performance Word Sen Disambiguation by Combining Rich Linguistic Knowledge and Machine Learning Methods”, in the 7th Penn Engineering Graduate Rearch Symposium, Feb. 15, 2006.
• “What We Learned from Supervid Word Sen Disambiguation for English Verbs” in a visit to the Center for Spoken Language Rearch at University of Colorado, Dec. 7, 2005.
• “Clustering-bad Feature Selection for Verb Sen Disambiguation” in the 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE 2005) in Wuhan, China, Oct. 30, 2005.
• “Towards Robust High Performance Word Sen Disambiguation of English Verbs Using Rich Linguistic Features” in the 2nd International Joint Conference on Natural Language Processing (IJCNLP2005) in Jeju, Korea, Oct. 13, 2005.
• “Unsupervid Learning of Chine Verb Sens by Using an EM Clustering Model with Rich Linguistic Features” in the 42nd Annual Meeting of Computational Linguists (ACL-
04),in Barcelona, Spain, July 23, 2004.
• “Fine-grained and Coar-grained Supervid Word Sen Disambiguation” in ARDA (Advanced Rearch and Development Activity)’s visit at the Computer and Information Science Department at the University of Pennsylvania, Aug. 22, 2003.
党员的自我评价Other Professional Activities
• Organizer of the weekly minar, the Computational Linguists’ Lunch (CLUNCH), attended by about 30 faculty members and students mainly from the Department of Computer Science and Information and the Department of Linguistics, University of Pennsylvania. Spring, 2003
• Teaching assistant for the graduate-level cour CIT594 II – Programming Languages and Techniques, which is oriented to master students in the Department of Computer and Information Science, University of Pennsylvania. Spring, 2002
• Teaching assistant for the graduate-level cour CIS500 – Programming Languages, which is oriented to Ph.D. students in the Department of Computer and Information Science, University of Pennsylvania. Fall, 2001
• Teaching assistant for the undergraduate-level cour “Introduction to Artificial Intelligence” in the Department of Computer Science and Technology, Tsinghua University. Fall, 1998
• Participation in the editorial work (collecting and editing about 200 vocabulary entries) for a major computer dictionary – English-Chine Dictionary of Computers and Multimedia (published by Tsinghua University Press, 2003) in Tsinghua University under the supervision of Dr. Fuzong Lin. Summer, 1998
Reference
Joshi K. Aravind, PhD (joshi@linc.cis.upenn.edu, 215-898-8540)
Martha S. Palmer, PhD (Martha.Palmer@colorado.edu, 303-492-1300) Lyle H. Ungar, PhD (ungar@cis.upenn.edu, 215-898-7449)
