宗成庆

教授(客座)

教育背景

中国科学院计算技术研究所博士
山东工业大学硕士、学士

研究领域
自然语言处理,机器翻译,文本数据挖掘,人机对话系统,语言认知计算
个人网站
个人简介

宗成庆教授于1998年3月在中国科学院计算技术研究所获得博士学位,1998年5月至2000年4月在中国科学院自动化研究所模式识别国家重点实验室从事博士后研究,博士后出站后留在模式识别国家重点实验室工作至今。2006年10月至2014年12月担任模式识别国家重点实验室副主任。曾于1999年和2001年两次在日本国际电气通信基础技术研究所访问,2004年10月至2005年2月在法国格勒诺布尔信息与应用数学研究院做高访。

他的主要研究兴趣包括自然语言处理、机器翻译、文本数据挖掘和语言认知计算等。他个人出版专著一部,与他们合作出版专著两部,在国际权威期刊和一流学术会议上发表论文200余篇。目前他是国际计算语言学委员会委员、亚洲自然语言处理学会主席,担任国际期刊 ACM TALLIP 副主编和IEEE Intelligent Systems 编委。曾担任本领域顶级国际会议 ACL-IJCNLP 2015 程序委员会主席和ACL-IJCNLP 2021大会主席,并曾担任AAAI, IJCAI和COLING等一流国际会议的领域主席、资深领域主席或程序委员会主席等职务。

宗成庆教授曾获若干奖励和荣誉,包括中国科学院优秀导师奖(2018, 2019)、北京市优秀教师(2017)和国家科技进步奖二等奖(2015)等。

学术著作

A. Books

1. Chengqing Zong, Rui Xia, Jiajun Zhang. Text Data Mining, Springer, May 2021

2. Chengqing Zong, Rui Xia and Jiajun Zhang, Text Data Mining (in Chinese), Tsinghua University Press, May 2019

3. Chengqing Zong. Statistical Natural Language Processing (2nd Edition) (in Chinese), Tsinghua University Press, August 2013

4. Chengqing Zong. Statistical Natural Language Processing (1st Edition) (in Chinese), Tsinghua University Press, May 2008

B. Journal articles

1. Jingyuan Sun, Shaonan Wang, Jiajun Zhang and Chengqing Zong. Neural Encoding and Decoding with Distributed Sentence Representations, IEEE Transactions on Neural Networks and Learning Systems, Vol.32, No.2, pp.589-603, 2020.

2. Jiajun Zhang, Long Zhou, Yang Zhao and Chengqing Zong. Synchronous bidirectional inference for neural sequence generation. Artificial Intelligence, 281(2020)103234, pp.1-19

3. Shaonan Wang, Jiajun Zhang, Haiyan Wang, Nan Lin and Chengqing Zong. Fine-grained Neural Decoding with Distributed Word Representations. Information Sciences, 507 (2020) 256–272

4. Jiajun Zhang, Yang Zhao, Haoran Li and Chengqing Zong. Attention with Sparsity Regularization for Neural Machine Translation and Summarization. IEEE/ACM Transactions on Audio, Speech and Language Processing, Vol. 27, No.3, pp. 507-518, 2019.

5. Haoran Li, Junnan Zhu, Cong Ma, Jiajun Zhang and Chengqing Zong. Read, Watch, Listen and Summarize: Multi-modal Summarization for Asynchronous Text, Image, Audio and Video. Transactions on Knowledge and Data Engineering (TKDE), Vol. 31, No. 5, May 2019, Pages 996-1009.

6. Shaonan Wang, Jiajun Zhang, Haiyan Wang, Nan Lin and Chengqing Zong. Fine-grained Neural Decoding with Distributed Word Representations. Information Sciences, 507 (2020) 256–272

7. Long Zhou, Jiajun Zhang, Chengqing Zong.Synchronous Bidirectional Neural Machine Translation, Transactions of Association for Computational Linguistics (TACL), Vol. 7, pp. 91-105, 2019

8. Junjie Li, Haoran Li, Xiaomian Kang, Haitong Yang and Chengqing Zong. Incorporating Multi-level User Preference into Document-level Sentiment Classification. ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Vol. 18, No. 1, Article 7, 17 pages, November 2018

9. Guoping Huang, Jiajun Zhang, Yu Zhou and Chengqing Zong. Input Method for Human Translators: a Novel Approach to Integrate Machine Translation Effectively and Imperceptibly. ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Vol. 18, No. 1, Article 4, 22 pages,  January 2019

10. Shaonan Wang, Jiajun Zhang and Chengqing Zong. Empirical Exploring Word-Character Relationship for Chinese Sentence Representation. ACM Transactions on Asian Language and Low-Resource Language Information Processing (TALLIP), Vol. 17, No. 3, Article 14, 18 pages, January 2018.

11. Haoran Li, Jiajun Zhang and Chengqing Zong. Implicit Discourse Relation Recognition for English and Chinese with Multiview Modeling and Effective Representation Learning. ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Vol.16, No. 3, Article 19, 21 pages, March 2017.

12. Shaonan Wang and Chengqing Zong.  Comparison Study on Critical Components in Composition Model for Phrase Representation, ACM Transactions on Asian Language and Low-Resource Language Information Processing (TALLIP), Vol. 16, No. 3, Article 16, 25 pages, January 2017.

13. Jiajun Zhang, Yu Zhou and Chengqing Zong. Abstractive Cross-Language Summarization via Translation Model Enhanced Predicate Argument Structure Fusing. IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), 2016, 24(10): 1842-1853

14. Haitong Yang and Chengqing Zong. Learning Generalized Features for Semantic Role Labeling. ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Vol.15, No.4, Article 28, April 2016

15. Haitong Yang, Yu Zhou and Chengqing Zong. Bilingual Semantic Role Labeling Inference via Dual Decomposition. ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Vol. 15, No. 3, Article 15, December, 2015, 21 pages

16. Mei Tu, Yu Zhou and Chengqing Zong. Exploring Diverse Features for Statistical Machine Translation Model Filtering. IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), Vol.23, No.11, Nov. 2015, pp.1847-1857

17. Jiajun Zhang and Chengqing Zong. Deep Neural Networks in Machine Translation: An Overview. IEEE Intelligent Systems, Sept./Oct., 2015, 30(5), pp. 16-25

18. Rui Xia, Feng Xu, Chengqing Zong, Qianmu Li, Yong Qi, and Tao Li. Dual Sentiment Analysis: Considering Two Sides of One Review. IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 27, No. 8, August, 2015, pp. 2120-2133

19. Rui Xia, Chengqing Zong, Xuelei Hu, and Erik Cambria. Feature Ensemble plus Sample Selection: Domain Adaptation for Sentiment Classification. IEEE Intelligent Systems, May/June, 2013, pages 10-18

20. 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), Vol.21, No.8, 2013, pages 1586-1597

21. Zhiguo Wang and Chengqing Zong. Large-scale Word Alignment Using Soft Dependency Cohesion Constraints. Transactions of Association for Computational Linguistics (TACL), 1(2013): 291-300

22. Feifei Zhai, Jiajun Zhang, Yu Zhou, and Chengqing Zong. Unsupervised Tree Induction for Tree-based Translation. Transactions of Association for Computational Linguistics (TACL), 1(2013): 243-254

23. Yufeng Chen, Chengqing Zong and Keh-Yih Su. A Joint Model to Simultaneously Identify and Align Bilingual Named Entities. Computational Linguistics, 39(2):229-266

24. Kun Wang, Chengqing Zong and Keh-Yih Su. Integrating Generative and Discriminative Character-Based Models for Chinese Word Segmentation. ACM Transactions on Asian Language Information Processing (TALIP), Vol.11, No.2 (June, 2012), Article 7, 41 pages

25. Rui Xia, Chengqing Zong, and Shoushan Li. Ensemble of feature sets and classification algorithms for sentiment classification. Information Sciences, 181(2011): 1138–1152

A complete list of publications can be found at http://www.nlpr.ia.ac.cn/cip/english/zong.htm