Feifei Zhai
翟飞飞 (In Chinese)
Ph.D.
Senior Researcher, Sogou, Inc
Address: Internet Plaza 7th floor, No.1 Park, Zhongguancun East Road, Haidian
District, Beijing, 100084, China.
Email: zhaifeifei (at) sogou.com
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Feifei Zhai
翟飞飞 (In Chinese) |
Experience
Oct. 2016 -- Now
Senior Researcher, Project Leader,
Machine Translation Team, Sogou Search ( Manager: Dr. Jingfang Xu )
Sep. 2015 -- Sep. 2016
Research Staff Member,
IBM Watson ( Manager: Dr. Bing Xiang )
Sep. 2014 -- Aug. 2015
PostDoc, Queens College,
City University of New York ( Advisor:
Prof. Liang Huang )
Sep. 2009 -- Jun. 2014
Ph.D, Institute of
Automation, Chinese Academy of Sciences ( Advisor:
Prof. Chengqing
Zong )
Machine Translation
Natural Language Processing
Machine Learning
Feifei Zhai, Saloni Potdar, Bing Xiang, Bowen Zhou. Neural Models for Sequence Chunking. In Proc. of AAAI 2017.
Ramesh Nallapati,Feifei Zhai, Bowen Zhou. SummaRuNNer: A recurrent neural network based sequence model for extractive summarization of documents. In Proc. of AAAI 2017.
Feifei Zhai, Liang Huang and Kai Zhao. Search-Aware Tuning for Hierarchical Phrase-based Decoding. In Proc. of EMNLP 2015.
Feifei Zhai, Jiajun Zhang, Yu Zhou and Chengqing Zong. RNN-based Derivation Structure Prediction for SMT. In Proc. of ACL 2014 (short paper), June 23 - 25, 2014, Baltimore, USA.
Feifei Zhai, Jiajun Zhang, Yu Zhou and Chengqing Zong. Unsupervised Tree Induction for Tree-based Translation. Transactions of the Association for Computational Linguistics (TACL), 1, 2013. pages 243-254.
Feifei Zhai, Jiajun Zhang, Yu Zhou and Chengqing Zong. Handling Ambiguities of Bilingual Predicate-Argument Structures for Statistical Machine Translation. In Proc. of ACL 2013, Bulgaria, Sofia, August 4-9, 2013. pages 1127-1136.
Jiajun Zhang, Feifei Zhai and Chengqing Zong. A Substitution-Translation-Restoration Framework for Handling Unknown Words in Statistical Machine Translation. Journal of Computer Science and Technology. 28(5), 2013. pages 907-918.
Jiajun Zhang, Feifei Zhai and Chengqing Zong. Syntax-Based Translation with Bilingually Lexicalized Synchronous Tree Substitution Grammars. IEEE Transactions on Audio, Speech and Language Processing (TASLP), 21(8), 2013. pages 1586-1597.
Feifei Zhai, Jiajun Zhang, Yu Zhou and Chengqing Zong. Machine Translation by Modeling Predicate Argument Structure Transformation. In Proc. of COLING 2012, Mumbai, India, 8-15 December 2012. pages 3019-3036.
Feifei Zhai, Jiajun Zhang, Yu Zhou and Chengqing Zong. Tree-based Translation without Using Parse Trees. In Proc. of COLING 2012, Mumbai, India, 8-15 December 2012. pages 3037-3054.
Jiajun Zhang, Feifei Zhai and Chengqing Zong. Handling Unknown Words in Statistical Machine Translation from a New Perspective. In Proceedings of the 1st Conference on Natural Language Processing and Chinese Computing(NLP&CC), Beijing, China. October 31-November 5, 2012. Pages 176-187. Best Paper Award
Jiajun Zhang, Feifei Zhai, Chengqing Zong, Augmenting String-to-Tree Models with Fuzzy Use of Source-side Syntax. In Proc of EMNLP 2011, July 27-29, 2011, Edinburgh, UK, pages 204-215.
Feifei Zhai, Jiajun Zhang, Yu Zhou and Chengqing Zong. Simple but Effective Approaches to Improving Tree-to-Tree Model. In Proceedings of MT Summit 2011. Xiamen, China, September 19-23, 2011, pages 261-268
Feifei Zhai, Chengqing Zong, Research on Recognition of Fillers in Spoken Dialogs. Journal of Chinese Information Processing. 25(3), 2011. pages 104-111. (in Chinese)
