Education
Work Experience
Publications
2014
2013
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Sida Wang*, Mengqiu Wang*, Chris Manning, Percy Liang and Stefan Wager Feature Noising for Log-linear Structured Prediction, In Proceedings of EMNLP, 2013
* equal contribution
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Aju Thalappillil Scaria, Jonathan Berant, Mengqiu Wang, Peter Clark, Justin Lewis, Brittany Harding and Chris Manning Learning Biological Processes with Global Constraints, In Proceedings of EMNLP, 2013 [code]
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Mengqiu Wang and Chris Manning Learning a Product of Experts with Elitist Lasso, In Proceedings of IJCNLP, 2013
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Mengqiu Wang and Chris Manning Effect of Non-linear Deep Architecture in Sequence Labeling, In Proceedings of IJCNLP (short paper), 2013
An earlier version appeared in Proceedings of ICML 2013 Workshop on Deep Learning for Audio, Speech and Language Processing
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Mengqiu Wang, Wanxiang Che and Chris Manning Joint Word Alignment and Bilingual Named Entity Recognition Using Dual Decomposition, In Proceedings of ACL, 2013 [code]
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Mengqiu Wang, Wanxiang Che and Chris Manning Effective Bilingual Constraints for Semi-supervised Learning of Named Entity Recognizers, In Proceedings of AAAI, 2013 [code]
Outstanding Paper Award Honorable Mention, Best Engineering Award
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Wanxiang Che, Mengqiu Wang, Chris Manning and Ting Liu Named Entity Recognition with Bilingual Constraints, In Proceedings of NAACL, 2013 [code]
2012
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Mengqiu Wang and Chris Manning Probabilistic Finite State Machines for Regression-based MT Evaluation, In Proceedings of EMNLP, 2012
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Mengqiu Wang and Chris Manning, SPEDE: Probabilistic Edit Distance Metrics for MT Evaluation, In Proceedings of the Seventh WMT Workshop at NAACL, 2012
1st Place in Segment-level MT Evaluation Task
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Mengqiu Wang and Daniel Cer, Stanford: Probabilistic Edit Distance Metrics for STS, In Proceedings of the First Semantic Textual Similarity (STS) Shared Task at SemEval Workshop, 2012
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David McClosky, Wanxiang Che, Marta Recasens, Mengqiu Wang, Richard Socher, and Chris Manning, Stanford’s System for Parsing the English Web, In Proceedings of First Workshop on Syntactic Analysis of Non-Canonical Language (SANCL) at NAACL, 2012
2nd Place in Dependency Parsing Track
2011
2010
2008
2007
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Mengqiu Wang, Noah A. Smith and Teruko Mitamura, What is the Jeopardy Model? A Quasi-Synchronous Grammar for Question Answering, In Proceedings of EMNLP-CoNLL, 2007
Nominated for Best Paper Award
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Yanxin Shi and Mengqiu Wang, A Dual-layer CRFs Based Joint Decoding Method for Cascaded Segmentation and Labeling Tasks, In Proceedings of IJCAI, 2007
An earlier version appeared in Proceedings of the Fifth SIGHAN Workshop on Chinese Language Processing
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Teruko Mitamura, Frank Lin, Hideki Shima, Mengqiu Wang, Jeongwoo Ko, Justin Betteridge, Matthew Bilotti, Andrew Schlaikjer and Eric Nyberg, JAVELIN III: Cross-Lingual Question Answering from Japanese and Chinese Documents, In Proceedings of the Sixth NTCIR Workshop, 2007
2006
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Mengqiu Wang, Kenji Sagae and Teruko Mitamura, A Fast, Accurate Deterministic Parser for Chinese, In Proceedings of COLING-ACL, 2006
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Hideki Shima, Mengqiu Wang, Frank Lin and Teruko Mitamura, Modular Approach to Error Analysis and Evaluation for Multilingual Question Answering, In Proceedings of LREC, 2006
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Teruko Mitamura, Mengqiu Wang, Hideki Shima and Frank Lin, Keyword Translation Accuracy and Cross-Lingual Question Answering in Chinese and Japanese, In Proceedings of the First International Workshop on Multilingual Question Answering, EACL, 2006
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Frank Lin, Hideki Shima, Mengqiu Wang and Teruko Mitamura, CMU JAVELIN System for NTCIR5 CLQA1, In Proceedings of the Fifth NTCIR Workshop, 2006
2005
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Mengqiu Wang, Martin Purvis and Mariusz Nowostawski, An Internal Agent Architecture Incorporating Standard Reasoning Components and Standards-Based Agent Communication, In Proceedings of IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (IAT), 2005
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Heiko Wolf and Mengqiu Wang, A Framework with a Peer Fostering Mechanism for Mobile P2P Game Development, In Proceedings of the IEEE Fourth International Conference on Mobile Business, 2005
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Mengqiu Wang, Heiko Wolf and Martin Purvis, An Agent-based Collaborative Framework for Mobile P2P Applications, In Proceedings of the Fourth International Workshop on Agents and Peer-to-Peer Computing (AP2PC), AAMAS, 2005
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Mengqiu Wang, Mariusz Nowostawski and Martin Purvis, Declarative Agent Programming Support for a FIPA-Compliant Agent Platform, In Proceedings of the Third International Workshop on Programming Multi-Agent Systems (ProMAS), AAMAS, 2005
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Mengqiu Wang, Extending OPAL Platform with Multiple High-level Reasoning Engines, Undergrad Honour's Thesis at University of Otago, 2005
Reports
CMU 11-761 Language and Statistics I course project report, with Amr Ahmed and Yi Wu, Detecting Fake Articles from Real Articles, 2006
Winner in both soft measure and hard measure
CMU 11-762 Language and Statistics II literature review project, A Survey of Answer Extraction Techniques in Factoid Question Answering, 2006
Datasets
QA Dataset for EMNLP-CoNLL 2007 paper
Same dataset was used in Michael Heilman's Tree Edit Model paper, a detailed description of the dataset can be found in this appendix
Professional Activities
Reviewer TACL
PC member CoNLL '14
PC member COLING '14
PC member ACL '14
Reviewer NLE
Reviewer JAIR
PC member EACL SRW '14
PC member ACL '13
Reviewer SIGIR '13
PC member AIRS '12
Reviewer YCCL '12
Reviewer SIGIR '12
Reviewer EMNLP '11
PC member COLING '10
Reviewer WWW '08
Reviewer EMNLP-CoNLL '07
Reviewer IAT '05