中文信息处理组－工作人员

 

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今天是：

        宗成庆 1998年3月毕业于中国科学院计算技术研究所，获博士学位。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，2000年4月出站后留实验室工作至今，2004年6月晋升为研究员、博士生导师。曾于2006年10月至2015年1月担任模式识别国家重点实验室副主任。

        他曾于1999年和2001年两次在日本国际电气通信基础技术研究所(ATR)做客座研究员，2004年在法国格勒诺布尔(Grenoble)信息与应用数学研究院(IMAG)机器翻译研究所(GETA)做短期高访。 近年来，他主要从事机器翻译、人机对话系统和文本数据挖掘等自然语言处理相关技术的研究，作为项目负责人主持国家自然科学基金项目、国家“863”计划项目、国家支撑计划项目和国际合作研究项目等10余项， 目前是国家重点研发计划重点专项首席科学家。在国际权威期刊和一流学术会议上发表论文150余篇，出版学术专著两部、译著1部，获得国家发明专利10余项、国际发明专利1项。2013年当选国际计算语言学委员会（ICCL）委员、2019年当选中国人工智能学会会士。现为亚洲自然语言处理学会（AFNLP）主席、中国中文信息学会副理事长。2015年担任国际顶级学术会议 ACL-IJCNLP 程序委员会共同主席（PC Co-Chair）、2020年担任第28届国际计算语言学大会（COLING）程序委员会共同主席，曾4次担任IJCAI 和AAAI 领域主席。荣获国家科技进步奖二等奖、中国中文信息学会钱伟长中文信息处理科学技术奖一等奖、中国电子学会科技进步奖一等奖等，并获得北京市优秀教师、中科院优秀导师奖和宝钢优秀教师奖等荣誉和奖励 。享受国务院政府特殊津贴。

  主要论著

      

    ◆ 专著、译著

  • 宗成庆，夏睿，张家俊，文本数据挖掘，清华大学出版社，2019.5 [简介] 【第1次印刷的勘误表】

  • 宗成庆，统计自然语言处理(第2版)，清华大学出版社, 2013.8 [内容简介] (已14次印刷，累计发行25600册)

  • 宗成庆，统计自然语言处理(第1版)，清华大学出版社, 2008.5 [ 内容简介] (共4次印刷，累计发行5700册)

  • 宗成庆、张霄军(译)，统计机器翻译 (原著：Philipp Koehn, Statistical Machine Translation), 电子工业出版社, 2012.9 [ 封面 ]

    ◆ 论文
& 2020年

  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, accepted.

  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. Kexin Wang, Yu Zhou, Jiajun Zhang, Shaonan Wang, and Chengqing Zong. Structurally-Comparative Hinge Loss for Dependency-based Neural Text Representation. ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), accepted

  4. Haoran Li, Junnan Zhu, Jiajun Zhang, Chengqing Zong and Xiaodong He. Keywords-Guided Abstractive Sentence Summarization. The Thirty-Fourth AAAI Conference on Artificial Intelligence（AAAI）, New York, USA,  Feb. 7-12, 2020.

  5. Yuchen Liu, Jiajun Zhang, Hao Xiong, Long Zhou, Zhongjun He, Hua Wu, Haifeng Wang and Chengqing Zong. Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding. The Thirty-Fourth AAAI Conference on Artificial Intelligence（AAAI）, New York, USA,  Feb. 7-12, 2020.

  6. Shaonan Wang, Jiajun Zhang, Nan Lin and Chengqing Zong. Probing Brain Activation Patterns by Dissociating Semantics and Syntax in Sentences. The Thirty-Fourth AAAI Conference on Artificial Intelligence（AAAI）, New York, USA, Feb. 7-12, 2020.

  7. Junnan Zhu, Yu Zhou, Jiajun Zhang, Haoran Li, Chengqing Zong and Changliang Li. Multimodal Summarization with Guidance of Multimodal Reference. The Thirty-Fourth AAAI Conference on Artificial Intelligence（AAAI）, New York, USA,  Feb. 7-12, 2020.

  8. Yang Zhao, Jiajun Zhang, Yu Zhou and Chengqing Zong. Knowledge Graphs Enhanced Neural Machine Translation. The 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020), July 11-17, 2020, Yokohama, Japan. Accepted.

  9. Junnan Zhu, Yu Zhou, Jiajun Zhang, and Chengqing Zong. Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL), Online, July 5-July 10, 2020, pp. 1309-1321.

  10. 宗成庆，人类语言技术展望，中国人工智能学会通讯，2020年第10卷第1期，第1-5页

  11. 杜倩龙，宗成庆，苏克毅，利用上下文相似度增强词对齐效果的自然语言推理方法，智能科学与技术学报，2020, 2(1): 26-35

  12. 亢晓勉，宗成庆，融合篇章结构位置编码的神经机器翻译，智能科学与技术学报，2020, 2(2): 144-152
& 2019年

  1. 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

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

  3. 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.

  4. 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.  Print ISSN: 1041-4347, Online ISSN: 1041-4347, Digital Object Identifier:   10.1109/TKDE.2018.2848260

    5.

  5. 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

  6. Yang Zhao, Jiajun Zhang, Chengqing Zong, Zhongjun He, and Hua Wu. Addressing the Under-translation Problem from the Entropy Perspective. In Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI), Honolulu, Hawaii, USA, January 27-February 1, 2019, pp.451-458

  7. Junjie Li, Haoran Li and Chengqing Zong. 2019. Towards Personalized Review Summarization via User-aware Sequence Network. In Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI), Honolulu, Hawaii, USA, January 27th – February 1st, 2019,Vol. 33,  pp. 6690-6697

  8. Jingyuan Sun, Shaonan Wang, Jiajun Zhang and Chengqing Zong. Towards Sentence-Level Brain Decoding with Distributed Representations. In Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI), Honolulu, Hawaii, USA, January 27th – February 1st, 2019,Vol. 33,  pp. 7047-7054

  9. Long Zhou, Jiajun Zhang, Chengqing Zong, and Heng Yu. Sequence Generation: from Both Sides to the Middle. In Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI), Macao, China, August 10-16, 2019, pp.5471-5477

  10. Weikang Wang, Jiajun Zhang, Qian Li, Mei-Yuh Hwang, Chengqing Zong and Zhifei Li. Incremental Learning from Scratch for Task-Oriented Dialogue Systems. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL), Florence, Italy, July 28-August 2, 2019, pp.3710-3720

  11. Yining Wang, Long Zhou, Jiajun Zhang, Feifei Zhai, Jingfang Xu and Chengqing Zong. A Compact and Language-Sensitive Multilingual Translation Method. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL), Florence, Italy, July 28th-August 2nd, 2019, pp.1213-1223

  12. He Bai, Yu Zhou, Jiajun Zhang and Chengqing Zong. Memory Consolidation for Contextual Spoken Language Understanding with Dialogue Logistic Inference. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL), Florence, Italy, July 28 - August 2, 2019, pp.5448-5453

  13. Junjie Li, Xuepeng Wang, Dawei Yin and Chengqing Zong. Attribute-aware Sequence Network for Review Summarization. In Proceedings of 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP- IJCNLP), November 3–7, Hong Kong, China, 2019, pp.2991-3001

  14. Weikang Wang, Jiajun Zhang, Qian Li, Chengqing Zong and Zhifei Li. Are You for Real? Detecting Identity Fraud via Dialogue Interactions. In Proceedings of 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP- IJCNLP), November 3–7, Hong Kong, China, 2019, pp.1762-1771

  15. Yining Wang, Jiajun Zhang, Long Zhou, Yuchen Liu and Chengqing Zong. Synchronously Generating Two Languages with Interactive Decoding. In Proceedings of 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP- IJCNLP), November 3–7, Hong Kong, China, 2019, pp.3341-3346

  16. Junnan Zhu, Qian Wang, Yining Wang, Yu Zhou, Jiajun Zhang, Shaonan Wang, and Chengqing Zong. NCLS: Neural Cross-Lingual Summarization. In Proceedings of 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP- IJCNLP), November 3–7, Hong Kong, China, 2019, pp.3045-3055

  17. Yuchen Liu, Hao Xiong, Jiajun Zhang, Zhongjun He, Hua Wu, Haifeng Wang and Chengqing Zong. End-to-End Speech Translation with Knowledge Distillation. In Proceedings of the 20th Annual Conference of the International Speech Communication Association (Interspeech), Graz, Austria, September 15-19, 2019, pp.1128-1132
& 2018年

  1. Yang Liu, Kun Wang, Chengqing Zong, Keh-Yih Su, A unified framework and models for integrating translation memory into phrase-based statistical machine translation, Computer Speech & Language, Volume 54, 2019, Pages 176-206.

  2. 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.

  3. 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

  4. Shaonan Wang, Jiajun Zhang and Chengqing Zong. Associative Multichannel Autoencoder for Multimodal Word Representation. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP), Brussels, Belgium, October 31st–November 4th, 2018, pp. 116-124

  5. Junnan Zhu, Haoran Li, Tianshang Liu, Yu Zhou, Jiajun Zhang and Chengqing Zong. MSMO: Multimodal Summarization with Multimodal Output. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing(EMNLP), Brussels, Belgium, October 31st–November 4th, 2018, pp. 4154-4164

  6. Yining Wang, Jiajun Zhang, Feifei Zhai, Jingfang Xu and Chengqing Zong. Three Strategies to Improve One-to-Many Multilingual Translation. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing(EMNLP), Brussels, Belgium, October 31st–November 4th, 2018,pp. 2955-2960

  7. Jingyuan Sun, Shaonan Wang and Chengqing Zong. Memory, Show the Way: Memory Based Few Shot Word Representation Learning. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP), Brussels, Belgium, October 31st–November 4th, 2018, pp. 1435-1444

  8. Weikang Wang, Jiajun Zhang, Han Zhang, Mei-Yuh Hwang, Chengqing Zong and Zhifei Li. A Teacher-Student Framework for Maintainable Dialog Manager. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP), Brussels, Belgium, October 31st–November 4th, 2018, pp. 3803-3812

  9. Yang Zhao, Jiajun Zhang, Zhongjun He, Chengqing Zong, and Hua Wu. Addressing troublesome words in neural machine translation. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP), Brussels, Belgium, October 31st–November 4th, 2018,pp. 391-400

  10. Haoran Li, Jiajun Zhang and Chengqing Zong. Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization. In Proceedings of the 27th International Conference on Computational Linguistics (COLING), Santa Fe, New-Mexico, USA, August 20th-26th, 2018, pp.1430-1441

  11. Junjie Li, Haitong Yang and Chengqing Zong. Document-level Multi-aspect Sentiment Classification by Jointly Modeling Users, Aspects, and Overall Ratings. In Proceedings of the 27th International Conference on Computational Linguistics (COLING), Santa Fe, New-Mexico, USA, August 20th-26th, 2018, pp. 925-936

  12. Qianlong Du, Keh-Yih Su and Chengqing Zong. Adopting the Word-Pair-Dependency-Triplets with Individual Comparison for Natural Language Inference. In Proceedings of the 27th International Conference on Computational Linguistics (COLING), Santa Fe, New-Mexico, USA, August 20th-26th, 2018, pp.414-425

  13. He Bai, Jiajun Zhang, Yu Zhou, Liang Zhao, Mei-Yuh Hwang and Chengqing Zong. Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language. In Proceedings of the 27th International Conference on Computational Linguistics (COLING), Santa Fe, New-Mexico, USA, August 20th-26th, 2018, pp.3597-3607

  14. Yang Zhao, Yining Wang, Jiajun Zhang and Chengqing Zong. Phrase Table as Recommendation Memory for Neural Machine Translation, the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI)，Stockholm, Sweden, July 13-19, 2018, pp. 4610-4615

  15. Haoran Li, Junnan Zhu, Tianshang Liu, Jiajun Zhang, and Chengqing Zong. Multi-modal Sentence Summarization with Modality Attention and Image Filtering, the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI)，Stockholm, Sweden, July 13-19, 2018, pp. 4152-4158

  16. Shaonan Wang, Jiajun Zhang, Nan Lin and Chengqing Zong. Investigating Inner Properties of Multimodal Representation and Semantic Compositionality with Brain-based Componential Semantics. In Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018, pp. 5964-5972

  17. Shaonan Wang, Jiajun Zhang and Chengqing Zong. Learning Multimodal Word Representation via Dynamic Fusion Methods. In Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018, pp. 5973-5980

  18. Yuchen Liu, Long Zhou, Yining Wang, Yang Zhao, Jiajun Zhang and Chengqing Zong. A Comparable Study on Model Averaging, Ensembling and Reranking in NMT. In Proceedings of the Seventh Conference On Natural Language Processing and Chinese Computing (NLPCC-2018)，Hohhot, China, August, 26-30, 2018, pp. 299-308

  19. Jinghui Yan, Jiajun Zhang, Jinan Xu and Chengqing Zong, The Impact of Named Entity Translation for Neural Machine Translation, In Proceedings of China Workshop on Machine Translation CWMT. 2018, October 25-26, 2018, Wuyishan, China

  20. Xiaoqing Li, Jinghui Yan, Jiajun Zhang and Chengqing Zong, Neural Name Translation Improves Neural Machine Translation, In Proceedings of China Workshop on Machine Translation CWMT 2018, October 25-26, 2018, Wuyishan, China

  21. 李俊杰，宗成庆.融合用户信息和评价对象信息的文本情感分类. 厦门大学学报（自然科学版），2018，57(6)：876-883.

  22. 刘宇宸，闫璟辉，张家俊，宗成庆. 第十四届机器翻译研讨会中科院自动化所技术报告. 2018. 第十四届全国机器翻译研讨会论文集.
& 2017年

  1. 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.

  2. 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.
         Please see the source code and data from the website:https://github.com/wangshaonan/Phrase-representation/ or directly download the source code and data here. In case there is any problem, please feel free to contact Ms. Shaonan Wang by using her e-mail account: shaonan.wang@nlpr.ia.ac.cn.

  3. Haoran Li, Junnan Zhu, Cong Ma, Jiajun Zhang and Chengqing Zong. Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video. In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP-17), Copenhagen, Denmark. September 9-11, 2017, pp. 1103--1113

  4. Shaonan Wang, Jiajun Zhang and Chengqing Zong. Exploiting Word Internal Structures for Generic Chinese Sentence Representation. In Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP), Copenhagen, Denmark, September 9-11, 2017, pp. 298-303

  5. Shaonan Wang, Jiajun Zhang and Chengqing Zong. Learning Sentence Representation with Guidance of Human Attention. In Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI), Melbourne, Australia, August 19-25, 2017 , pp. 4137-4143

  6. Huijia Wu, Jiajun Zhang and Chengqing Zong, A Dynamic Window Network for CCG Supertagging,  In Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI-17), California, USA, February 4–9, 2017, pages 3337-3343

  7. Long Zhou, Wenpeng Hu, Jiajun Zhang and Chengqing Zong. Neural System Combination for Machine Translation. In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL2017),Vancouver, Canada, July 30-August 4, 2017, pp. 378-384.

  8. Long Zhou, Jiajun Zhang and Chengqing Zong. Look-ahead Attention for Generation in Neural Machine Translation. In Proceedings of the Sixth Conference On Natural Language Processing and Chinese Computing (NLPCC-2017)，Dalian, China, November, 8-12, 2017. (Best Paper Award)

  9. Junnan Zhu, Long Zhou, Haoran Li, Jiajun Zhang, Yu Zhou and Chengqing Zong. Augmenting Neural Sentence Summarization through Extractive Summarization. In Proceedings of the 6th Conference on Natural Language Processing and Chinese Computing (NLPCC-2017), Dalian, China, November 8-12, 2017.

  10. Yining Wang, Yang Zhao，Jiajun Zhang and Chengqing Zong. Towards Neural Machine Translation with Partially Aligned Corpora. In Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP), Taipei, Taiwan, November 27 - December 1, 2017, pp. 384-393

  11. Yang Zhao, Yining Wang, Jiajun Zhang and Chengqing Zong. Cost-aware Learning Rate for Neural Machine Translation. In Proceedings of the Sixteenth China National Conference on Computational Linguistics, (CCL 2017), Nanjing, China, October 13-15, 2017 

  12. Chuanhai Dong, Huijia Wu, Jiajun Zhang and Chengqing Zong.Multichannel LSTM-CRF for Named Entity Recognition in Chinese Social Media.In Proceedings of the Sixteenth China National Conference on Computational Linguistics, (CCL 2017), Nanjing, China, October 13-15, 2017, pp. 197-208

  13. Yang Liu, Jiajun Zhang and Chengqing Zong. Memory Augmented Attention Model for Chinese Implicit Discourse Relation Recognition. In Proceedings of the Sixteenth China National Conference on Computational Linguistics, (CCL 2017), Nanjing, China, October 13-15, 2017, pp. 411-423

    14.

  14. 周龙，王亦宁，赵阳，张家俊，宗成庆. 第十三届机器翻译研讨会中科院自动化所技术报告. 2017. 第十三届全国机器翻译研讨会论文集.
 & 2016年

  1. 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, 2016, 24(10): 1842-1853

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

  3. Xiaoqing Li, Jiajun Zhang and Chengqing Zong. Towards Zero Unknown Word in Neural Machine Translation.  In Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI-16), New York, USA, July 12-15, 2016,  pp. 2852-2858

  4. Jiajun Zhang and Chengqing Zong. Exploiting Source-side Monolingual Data in Neural Machine Translation, In Proceedings of 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 1535–1545, Austin, Texas, USA, November 1-5, 2016

  5. Huijia Wu, Jiajun Zhang and Chengqing Zong. An Empirical Exploration of Skip Connections for Sequential Tagging, In Proceedings of 26th International Conference on Computational Linguistics (COLING), Osaka, Japan, December 11-16, 2016, pp.203-212

  6. Xiaomian Kang, Haoran Li, Long Zhou, Jiajun Zhang and Chengqing Zong. An End-to-End Chinese Discourse Parser with Adaptation to Explicit and Non-explicit Relation Recognition. In Proceedings of the Twentieth Conference on Computational Natural Language Learning (CoNLL): Shared Task. Berlin, Germany, August 11-12, 2016, pages 27-32

  7. Yang Liu, Jiajun Zhang, Chengqing Zong, Yating Yang, and Xi Zhou. A Bilingual Discourse Corpus and Its Applications. In the 10th edition of the Language Resources and Evaluation Conference (LREC), Portorož, Slovenia, 23-28 May 2016, pp. 1002-1007

  8. Qianlong Du, Chengqing Zong and Keh-Yih Su. Intergrating Structural Context and Local Context for Disambiguating Word Senses. The Fifth Conference On Natural Language Processing and Chinese Computing & The Twenty Fourth International Conference On Computer Processing of Oriental Languages(NLPCC-ICCPOL 2016)，Kunming, China, December 2-6, 2016, pp. 3-15

  9. Chuanhai Dong, Jiajun Zhang, Chengqing Zong, Masanori Hattori and Hui Di. Character-Based LSTM-CRF with Radical-Level Features for Chinese Named Entity Recognition. In Proceedings of The Fifth Conference on Natural Language Processing and Chinese Computing & The Twenty Fourth International Conference on Computer Processing of Oriental Languages(NLPCC-ICCPOL), December 2-6, 2016, Kunming, China，pp. 239–250

  10. Junjie Li, Haitong Yang and Chengqing Zong. Sentiment Classification of Social Media Text Considering User Attributes. In Priceedings of the Fifth Conference On Natural Language Processing and Chinese Computing & The Twenty Fourth International Conference On Computer Processing of Oriental Languages(NLPCC-ICCPOL 2016)，Kunming, China, December 2-6, 2016,pp.583-594

  11. Guoping Huang, Jiajun Zhang, Yu Zhou, Chengqing Zong. A Simple, Straightforward and Effective Model for Joint Bilingual Terms Detection and Word Alignment in SMT. The Fifth Conference on Natural Language Processing and Chinese Computing & The Twenty Fourth International Conference on Computer Processing of Oriental Languages (NLPCC 2016).pp.103-115

  12. Guoping Huang, Jiajun Zhang, Yu Zhou, Chengqing Zong. MinKSR: Learning from User Feedback for Machine Translation in Real-Time. The Fifth Conference on Natural Language Processing and Chinese Computing & The Twenty Fourth International Conference on Computer Processing of Oriental Languages (NLPCC 2016), pp.595-607

  13. Haoran Li, Jiajun Zhang, Yu Zhou and Chengqing Zong. GuideRank: A Guided Ranking Graph Model for Multilingual Multi-document Summarization. The Fifth Conference on Natural Language Processing and Chinese Computing & The Twenty Fourth International Conference on Computer Processing of Oriental Languages(NLPCC-ICCPOL 2016), Kunming, China, December 2-6, 2016, pp. 608-620

  14. Haoran Li, Jiajun Zhang, Yu Zhou and Chengqing Zong. Predicting Implicit Discourse Relation with Multi-view Modeling and Effective Representation Learning. The Fifth Conference on Natural Language Processing and Chinese Computing & The Twenty Fourth International Conference on Computer Processing of Oriental Languages(NLPCC-ICCPOL 2016), Kunming, China, December 2-6, 2016, pp.374-386

  15. 宗成庆，中文信息处理研究现状分析，语言战略研究，2016年第6期，第19-26页

  16. 王少楠，宗成庆. 一种基于双通道LDA模型的汉语词义表示与归纳方法. 计算机学报，2016年8月，第39卷，第8期，第1652-1666页

  17. 吴惠甲，张家俊，宗成庆. 基于神经语言模型的范畴标注方法. 软件学报，2016年11月，第27卷，第11期，第2691-2700页

    18.
    & 2015年

  1. 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

  2. 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 (ASLP), Vol. 23, No.11, November 2015, pp.1847-1857

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

  4. 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

  5. Haitong Yang, Tao Zhuang and Chengqing Zong. Domain Adaptation for Syntactic and Semantic Dependency Parsing Using Deep Belief Networks. Transactions of Association for Computational Linguistics (TACL), Vol. 3, pp. 271-282, 2015

  6. Jiajun Zhang, Shujie Liu, Mu Li, Ming Zhou and Chengqing Zong. Towards Machine Translation in Semantic Vector Space, ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Vol. 14, No. 2 (March 2015), Article 9, 26 pages

  7. Xiaoqing Li, Chengqing Zong and Keh-Yih Su. A Unified Model for Solving the OOV Problems of Chinese Word Segmentation, ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), Vol. 14, No. 3 (June 2015), Article 12, 29 pages

  8. Guoping Huang, Jiajun Zhang, Yu Zhou, Chengqing Zong. A New Input Method for Human Translators: Integrating Machine Translation Effectively and Imperceptibly. In Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI), Buenos Aires, Argentina, 25 July - 1 August 2015, pp. 1163-1169

  9. Haoran Li, Jiajun Zhang, and Chengqing Zong. Predicting Implicit Discourse Relations with Purely Distributed Representations. In Proceedings of the joint conference of the Fourteenth China National Conference on Computational Linguistics (CCL) and the Third International Symposium on Natural Language Processing based on Naturally Annotated Big Data (NLP-NABD), Guangzhou, China, Nov. 13-14, 2015, pp.293-305

  10. 汪昆，宗成庆，苏克毅，统计机器翻译和翻译记忆的动态融合方法研究，中文信息学报，2015年3月，第29卷，第2期，第87-94页

  11. 张志琳，宗成庆，基于多样化特征的中文微博情感分类方法研究，中文信息学报，2015年7月，第29卷，第4期，第134-143页

    & 2014年

  1. Jiajun Zhang, Shujie Liu, Mu Li, Ming Zhou and Chengqing Zong. Mind the Gap: Machine Translation by Minimizing the Semantic Gap in Embedding Space. In Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence (AAAI), July 27-31, 2014, Quebec City, Canada. Pages 1657-1663

  2. Mei Tu, Yu Zhou and Chengqing Zong. Enhancing Grammatical Cohesion: Generating Transitional Expressions for SMT. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL), June 23 - 25, 2014, Baltimore, USA. Pages 850-860

    3.

  3. Jiajun Zhang, Shujie Liu, Mu Li, Ming Zhou and Chengqing Zong. Bilingually-constrained Phrase Embeddings for Machine Translation. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL), June 23 - 25, 2014, Baltimore, USA. Pages 111-121

  4. Feifei Zhai, Jiajun Zhang, Yu Zhou and Chengqing Zong. Derivation Structure Prediction for SMT. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL) (Short paper), June 23 - 25, 2014, Baltimore, USA. Pages 779-784

  5. Kun Wang, Chengqing Zong and Keh-Yih Su. Dynamically Integrating Cross-Domain Translation Memory into Phrase-Based Machine Translation during Decoding. In Proceedings of the 25th International Conference on Computational Linguistics (COLING), 23-29 August 2014, Dublin, Ireland. Pages 398-408

  6. Haitong Yang and Chengqing Zong. Multi-Predicate Semantic Role Labeling. In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), October 25-29, 2014, Doha, Qatar. Pages 363-373

  7. Haitong Yang and Chengqing Zong. A Global Generative Model for Chinese Semantic Role Labeling. In Proceedings of the 3rd International Conference on Natural Language Processing and Chinese Computing (NLPCC), December 8-9, 2014, Shenzhen, China, Pages 1-12

  8. Junjie Li and Chengqing Zong. Sentiment Classification of Chinese Contrast Sentences. In Proceedings of the 3rd International Conference on Natural Language Processing and Chinese Computing (NLPCC), December 8-9, 2014, Shenzhen, China, Pages 205-216

  9. 加羊吉，李亚超，宗成庆，于洪志，最大熵和条件随机场模型相融合的藏文人名识别，中文信息学报，2014年1月，第28卷第1期，第107－112页

    & 2013年

  1. 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

  2. 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

  3. 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

  4. 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

  5. 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

  6. Jiajun Zhang and Chengqing Zong. A Unified Approach for Effectively Integrating Source-side Syntactic Reordering Rules into Phrase-based Translation. International Journal Language Resources and Evaluation (LRE), 10 February 2013, 26 pages

  7. 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 (JCST), 28(5):907-918. Sept. 2013

  8. Rui Xia, Xuelei Hu, Jianfeng Lu, Jian Yang, and Chengqing Zong. Instance Selection and Instance Weighting for Cross-domain Sentiment Classification via PU Learning. In Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI), August 3-9, 2013, Beijing, China. Pages 2176-2182

  9. Jiajun Zhang and Chengqing Zong. Learning a Phrase-based Translation Model from Monolingual Data with Application to Domain Adaptation. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL), Sofia, Bulgaria, August 4-9, 2013. Pages 1425-1436

  10. Kun Wang, Chengqing Zong and Keh-Yih Su. Integrating Translation Memory into Phrase-Based Machine Translation. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL), Sofia, Bulgaria, August 4-9, 2013. Pages 11-21

  11. Feifei Zhai, Jiajun Zhang, Yu Zhou and Chengqing Zong. Handling Ambiguities of Bilingual Predicate-Argument Structures for SMT. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL), Sofia, Bulgaria, August 4-9, 2013. Pages 1127-1136

  12. Mei Tu, Yu Zhou and Chengqing Zong. A Novel Translation Framework Based on Rhetorical Structure Theory. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics(ACL)(Short paper), Sofia, Bulgaria, August 4-9, 2013. Pages 370-374

  13. Zhiguo Wang, Chengqing Zong and Nianwen Xue. A Lattice-based Framework for Joint Chinese Word Segmentation, POS Tagging and Parsing. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics(ACL)(Short paper), Sofia, Bulgaria, August 4-9, 2013. Pages 623-627

  14. Rui Xia, Tao Wang, Xuelei Hu, Shoushan Li and Chengqing Zong. Dual Training and Dual Prediction for Polarity Classification. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics(ACL)(Short paper), Sofia, Bulgaria, August 4-9, 2013. Pages 521-525

  15. Zhiguo Wang and Chengqing Zong. Bidirectional Sequence Labeling via Dual Decomposition. In Proceedings of the 12th China National Conference on Computational Linguistics(CNCCL), 10-12 October 2013, SuZhou, China. Pages 325–332.

  16. Xiaoqing Li, Chengqing Zong and Keh-Yih Su. A Study of the Effectiveness of Suffixes for Chinese Word Segmentation. In Proceedings of the 27th Pacific Asia Conference on Language, Information, and Computation (PACLIC 27), November 22-24, 2013, Taipei, China. Pages 118-125

  17. Lu Xiang, Yu Zhou and Chengqing Zong. An Efficient Framework to Extract Parallel Units from Comparable Data. In Proceedings of CCF Conference on Natural Language Processing & Chinese Computing, Nov.15-19,2013, Chongqing, China. Pages 151–163

  18. 李亚超，加羊吉，宗成庆，于洪志，基于条件随机场的藏语自动分词方法研究与实现，中文信息学报，2013年7月，第27卷第4期，第52－58页

  19. 杜金华，张萌，宗成庆，孙乐，中国机器翻译研究的机遇与挑战－第八届全国机器翻译研讨会总结与展望，2013年7月，第27卷第4期，第1－8页

  20. 涂眉，周玉，宗成庆. 基于最大熵的汉语篇章结构自动分析方法，自然语言处理与中文计算会议(NLP&CC), 重庆, 2013年11月11－19日
更多发表的论文>>>

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  学术活动及任职

  

   ² 学术组织或大学兼职

  • Member of International Committee on Computational Linguistics (ICCL: http://nlp.shef.ac.uk/iccl/), January 2013 - present

  • Chair, SIGHAN , January, 2014 - December, 2015

  • Vice-Chair/ Chair-Elect, SIGHAN , December 2011 - December 13, 2013

  • Information Officer, SIGHAN, August 2009 - December 2011

  • President, Asian Federation of Natural Language Processing (AFNLP) (http://www.afnlp.org/), 2019 - 2020

  • Vice President, Asian Federation of Natural Language Processing (AFNLP) (http://www.afnlp.org/), January 2017 - December 2018

  • Secretary General, Asian Federation of Natural Language Processing (AFNLP) (http://www.afnlp.org/), January 2015 - December 2016

  • Executive Member, Asian Federation of Natural Language Processing (AFNLP), January 2008 - December 2012

  • Member of Technical Committee of Human-Computer Interaction (TC-13), International Federation for Information Processing (IFIP), August 2005 - August 2007

  • 2014年7月至今，中国科学院大学岗位教授

  • 2016年12月至今，中国中文信息学会第八届理事会副理事长、机器翻译专委会副主任

  • 2011年12月至2016年12月，中国中文信息学会第七届理事会常务理事、机器翻译专委会副主任

  • 2006年11月至2011年11月，中国中文信息学会第六届理事会理事、机器翻译专委会副主任

  • 2010年12月至今，中国计算机学会中文信息技术专委会副主任

  • 2005年11月至今，中国人工智能学会理事

  • 2008年8月至今，国家自然科学基金委员会重大研究计划“视听觉信息的认知计算”指导专家

  • 2012年5月至今，北京外国语大学教育部区域和国别研究培育基地日本研究中心学术委员会委员

  • 2010年5月至今，中国传媒大学国家语言资源监测与研究中心有声媒体语言分中心第二届学术委员会委员

  • 2009年10月至今，北京大学计算语言学教育部重点实验室学术委员会副主任

  • 2010年1月至2015年1月，西北民族大学中国民族语言文字信息技术国家民委－教育部共建重点实验室学术委员会委员

  • 2004年1月至2009年12月，清华大学中国语言文学系特邀学术顾问、讲座教授

   ² 学术期刊任职

   ² 作为负责人参与组织的学术会议和学术活动

  • General Chair of the joint conference of the 59th Annual Meeting of the Association for Computational Linguistics (ACL) and the 10th International Joint Conference on Natural Language Processing (IJCNLP), Bangkok, Thailand, August 1-6, 2021

  • Program Committee Co-Chair of the 28th International Conference on Computational Linguistics (COLING), Barcelona, Spain, 13-19 September 2020

  • Area chair of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), New York, USA， Feb 7-12, 2020

  • Area chair of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), Hawaii, USA, January 27 – February 1, 2019

  • General Co-Chair, The Seventh CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC), Hohhot, China, August 26-30, 2018

  • Area Chair of the 27th International Joint Conference on Artificial Intelligence (IJCAI) and the 23rd European Conference on Artificial Intelligence (ECAI),Stockholm, Sweden, July 13-19, 2018

  • Area Chair of the 26th International Joint Conference on Artificial Intelligence (IJCAI), Melbourne, Australia, August 19-25, 2017

  • Conference Chair of the 8th International Joint Conference on Natural Language Processing (IJCNLP), Nov.27-Dec.1, 2017, Taipei

  • Sponsorship Co-Chair of the 26th International Conference on Computational Linguistics (COLING), Osaka, Japan, December 11-16, 2016

  • Program Committee Co-Chair of the 53rd ACL and the 7th IJCNLP, Beijing, China, July 26 - 31, 2015

  • Scientific Advisory Board Member, The 25th International Conference on Computational Linguistics (COLING), Dublin, Ireland, August 23 - 29, 2014

  • Program Committee Co-Chair, The 3rd International Conference on Natural Language Processing and Chinese Computing (NLPCC), Shenzhen, China, December 5 - 9, 2014

  • General Co-Chair, The 3rd CIPS-SIGHAN Joint Conference on Chinese Language Processing (CLP-2014), Wuhan, China, October 20 – 21, 2014

  • Publicity Co-Chair for IJCNLP’2013, Nagoya, Japan, October 14 - 19, 2013

  • Steering Committee Member of the 7th SIGHAN Workshop on Chinese Language Processing (SIGHAN-7),  Nagoya, Japan, October 14th, 2013

  • Technical Program Co-Chair of International Workshop on Spoken Language Translation (IWSLT), Hong Kong, December 6 - 7, 2012

  • Technical Program Co-Chair of the 3rd Asia-Pacific Signal and Information Processing Association (APSIPA) Annual Summit and Conference (APSIPA ASC 2011), Xi'an, China, October 19 - 21, 2011

  • General Co-Chair of the 2nd IEEE International Workshop on Web Information Processing (IWWIP’2011),  Guilin, China, July 11 - 12, 2011

  • Organization Committee Co-Chair, The 23rd International Conference on Computational Linguistics (COLING), Beijing, China, August 23 - 27, 2010

  • Steering Committee Co-Chair, The 1st International Conference on Web Information Processing (ICWIP 2010), Tsing Tao, China, July 12 - 13, 2010

  • Tutorial Co-Chair of the 47th Annual Meeting of the Association for Computational Linguistics (ACL), and the International Joint Conference on Natural Language Processing (IJCNLP), Singapore, August 2 - 7, 2009

  • Program Committee Co-Chair of the IEEE International Conference on Natural Language Processing and Knowledge Engineering (NLP-KE), Beijing, China, October 19 - 22, 2008

  • Program Committee Co-Chair of the IEEE International Conference on Natural Language Processing and Knowledge Engineering (NLP-KE), Beijing, China, August 30 - September 1, 2007

  • Program Committee Co-Chair of the IEEE International Conference on Natural Language Processing and Knowledge Engineering (NLP-KE), Wuhan, China, October 30 - November 1, 2005

  • Speech Area Co-Chair of the First International Joint Conference on Natural Language Processing (IJCNLP), Sanya, China, March 22 - 24, 2004

  • Program Committee Co-Chair of 2003 International Conference on Natural Language Processing and Knowledge Engineering (NLP-KE), Beijing, China, October 26 - 29, 2003

  • 2016中国人工智能大会(CCAI)程序委员会共同主席，2016年8月26-27日，北京

  • 2015中国人工智能大会(CCAI)程序委员会共同主席，2015年7月26-27日，北京

  • 第九届全国机器翻译研讨会(CWMT)会议主席，2013年10月31日－11月1日，昆明

  • 第八届全国机器翻译研讨会(CWMT)程序委员会主席，2012年9月20－21，西安

  • 中国计算机学会第31期《学科前沿讲习班》学术共同主任，2012年10月31日－11月2日，北京

  • 第四届全国机器翻译研讨会程序委员会主席，2008年11月27－28日，北京

  • 2008全国模式识别学术会议组织委员会共同主席(Co-chair)，2008年10月22－24日，北京

  • 2007全国模式识别学术会议组织委员会共同主席(Co-chair)，2007年12月11－12日，北京

  • 中国少数民族语言信息技术与语言资源库建设学术研讨会组委会副主席。2004年4月11日－12日，北京

   ² 担任程序委员会委员或审稿人等职务的学术会议

  • CoNLL 2019

  • ACL 2008, 2012, 2014, 2017, 2018, 2019

  • COLING 2008, 2012，2016, 2018

  • EMNLP 2010, 2012, 2013, 2014, 2016, 2017, 2018, 2019

  • IJCAI 2013(SPC), 2015(SPC)

  • AAAI 2017(SPC), 2018(SPC)

  • LREC 2010, 2012, 2014, 2016, 2018

  • ICML 2019

  • WWW 2015, 2016, 2018, 2019

  • CIKM 2016

  • EACL 2014

  • IJCNLP 2011, 2019

  • NAACL 2010, 2012, 2013, 2015(-HLT), 2016(-HLT), 2018(-HLT)

  • MT Summit 2011

  • PACLIC 2009 ~ 2014

  • IWSLT 2005, 2006, 2008, 2009, 2010

  • IALP 2009, 2010, 2011, 2012

  • NLP-KE 2009, 2011, 2012

  • CLP (CIPS-SIGHAN Joint Conference on Chinese Language Processing) 2010

  • PRICAI (Pacific Rim International Conference on Artificial Intelligence) 2008, 2010

  • IWP (International Workshop of Paraphrasing) 2003, 2005

  • CLIA (Computational Linguistics and the Information Need of Multilingual Societies) 2010, 2011

  • ICCC (the International Conference on Chinese Computing) 2005, 2007

  • WCICA (World Congress on Intelligent Control and Automation) 2008

  • 第十三届汉语词汇语义学研讨会，2012年7月6日-8日，武汉

  • 第十二届中国少数民族语言文字信息处理学术研讨会，2009年7月10-12日，拉萨

  • 全国第七、八、九、十届人机语音通讯学术会议(NCMMSC)：2003(厦门)，2005(北京)，2007(黄山)，2009(兰州)

   ² 期刊审稿人

  • IEEE Transactions on Audio, Speech and Language Processing

  • ACM Transactions on Asian Language Information Processing (TALIP)

  • Transactions of the Associations for Computational Linguistics (TACL)

  • Machine Translation

  • Journal of Computer Science and Technology

  • 《计算机学报》、《软件学报》、《自动化学报》、《电子学报》、《高技术通讯》、《中文信息学报》等

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  学术报告

 

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  专利及软件著作权

  

   ◆已获得的专利

  1. 张家俊，李浩然，宗成庆，融合蕴含知识的自动文摘方法及系统，国家发明专利，授权号：ZL201810499465.4

  2. 杜倩龙，宗成庆，苏克毅，基于词汇依存三元组的文本蕴含识别方法及装置，国家发明专利，授权号：ZL2018110688172.0

  3. 张家俊，周龙，马宏远，杜翠兰，张翠，赵晓航，宗成庆，基于深层神经网络翻译模型的解码方法，国家发明专利，授权号：ZL201810270468.0

  4. 王少楠，张家俊，宗成庆，融合中文单词内部结构信息的句子表示的构建方法及系统，国家发明专利，授权号：ZL201710449875.3

  5. 王少楠，张家俊，宗成庆，一种基于动态融合机制的多模态词汇表示方法，国家发明专利，授权号：ZL201710577334.9

  6. 张家俊，赵阳，王亦宁，宗成庆，基于神经机器翻译系统的单词预测方法及系统，国家发明专利，授权号：ZL201611209226.8

  7. 张家俊，刘洋，宗成庆，一种双语篇章标注方法，国家发明专利，授权号：ZL201610317745.X

  8. 宗成庆，黄国平，面向计算机辅助翻译的输入方法与装置，国家发明专利，授权号：ZL201410678005.X

  9. 宗成庆，王志国， 一种基于依存连贯性约束的双语词语自动对齐方法，国家发明专利，授权号：ZL201210175015.2

  10. 宗成庆、翟飞飞、张家俊、周玉，一种基于谓词论元结构的统计机器翻译方法，国家发明专利，授权号：ZL201210534093.7

  11. 宗成庆，翟飞飞，构建树结构及基于树结构的机器翻译系统的方法，国家发明专利，授权号：ZL201210068782.3

  12. 汪昆，宗成庆，苏克毅，一种融合翻译记忆和短语翻译模型的统计机器翻译方法，国家发明专利，授权号：ZL201310148826.8

  13. 宗成庆，张家俊，一种基于模糊树到精确树的统计机器翻译方法，国家发明专利，授权号：ZL201110077282.1

  14. 宗成庆，庄涛，一种双语联合语义角色的标注方法，国际发明专利，授权号：PCT/CN2011/074877，国家发明专利，授权号：CN101908042B

  15. 宗成庆，陈钰枫，一种基于语块的中文机构名翻译方法及装置， 国家发明专利，授权号：ZL200610011923.2

  16. 周玉，宗成庆，一种拼音和汉字相结合的汉外口语自动翻译方法， 国家发明专利，授权号：ZL200910244513.6

  17. 宗成庆、周玉，一种汉英短语翻译对自动抽取与过虑方法，国家发明专利，授权号：ZL 2008 0055782.3

  18. 宗成庆，周玉，何彦青，一种汉英词语自动对齐方法， 国家发明专利，授权号：ZL 2008 1 0055783.8

  19. 宗成庆，李寿山，基于概率主题词的两级组合文本分类方法， 国家发明专利，授权号: ZL200610011747.2

  20. 宗成庆，左云存，一种新的汉语口语解析方法及装置，国家发明专利，授权号：ZL200510109335.8

  21. 宗成庆，李幸，一种基于标点处理的层次化汉语长句句法分析方法及装置，国家发明专利，授权号：ZL200510086370.2

  22. 宗成庆，陈克利，一种新的面向文本分类的特征向量权重的方法及装置，国家发明专利，授权号：ZL 200410062789.X

  23. 宗成庆，刘丁，口语会话中句子边界识别方法，国家发明专利，授权号：ZL 03147553.1

   ◆已获得的软件著作权

  1. 向露，周玉，宗成庆，维吾尔语命名实体识别软件，登记号：2019SR0897067

  2. 王少楠，张家俊，宗成庆，中文句子表示软V1.0，登记号：2017SR325783

  3. 李小青，宗成庆，通用序列标注软件 V1.0，登记号：2017SR109026

  4. 李小青，宗成庆，神经网络机器翻译解码器软件 V1.0，登记号：2017SR109029

  5. 张家俊，周龙，宗成庆，神经网络机器翻译软件 V1.0，登记号：2017SR109024

  6. 向露 ，宗成庆，双语句子自动对齐软件 V 1.0，登记号：2013R125719

  7. 向露 ，宗成庆，用于机助翻译系统的术语库管理软件 V 1.0 ，登记号：2013R125726

  8. 张志琳，宗成庆，用于机器翻译的句库管理系统 V 1.0，登记号：2013R125723

  9. 陈钰枫，汪昆，宗成庆，汉英双语命名实体识别及翻译软件V1.0，登记号：2013SR015733

  10. 周玉，宗成庆，信译机器翻译系统 TrustTrans V1.0，登记号：2013SR014539

  11. 祖丽菲娅，宗成庆，传统维文与拉丁维文无差错双向转换软件[简称：ULYConverter] V1.0，登记号：2012SR081910

  12. 涂眉，宗成庆，多语言数字时间表示识别及其对汉翻译软件，授权证书号：2011SR087628

  13. 李茂西，宗成庆，机器翻译系统融合工具软件，授权证书号：2011R11L111623

  14. 王志国，宗成庆，基于词汇依存的短语结构句法分析系统，授权证书号：2011SR075946

  15. 汪昆，宗成庆，中文分词与词性标注系统，授权证书号：2011SR076202

  16. 刘鹏，宗成庆，汉语句子相似度计算软件，授权号：软著登字第BJ31668号

  17. 鉴萍，宗成庆，基于层的依存句法分析系统V1.0，证书号：2010SRBJ1577

  18. 周玉，宗成庆， 双语句子对齐与词对齐工具，证书号：2009SRBJ4365

  19. 夏睿，翟飞飞，宗成庆，汉英双向时间、数字实体识别翻译软件，证书号：2009SRBJ5725

  20. 柴春光，宗成庆，统计机器翻译解码器软件V1.0，软著登字第BJ9983号

  21. 徐昉，宗成庆，中英文基本名词短语识别系统V1.0，软著登字第BJ9979号

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  获奖与荣誉

  

    ²  2019年荣获新疆维吾尔自治区科技进步奖二等奖 （第二获奖人）

    ²  2019年11月荣获宝钢优秀教师奖

    ²  2019年10月当选中国人工智能学会会士（CAAI Fellow）

    ²  2019年9月荣获中国科学院优秀导师奖

    ²  2018年7月荣获中国科学院优秀导师奖

    ²  2017年9月被授予北京市优秀教师荣誉称号

    ²  2016年12月荣获中国科学院教育教学成果奖二等奖（独立获奖人）

    ²  2015年获国家科技进步奖二等奖（第三获奖人）

    ²  2014年12月荣获中国中文信息学会"钱伟长中文信息处理科学技术奖"一等奖（第一获奖人）

    ²  2014年12月荣获中国电子学会科技进步奖一等奖（第4获奖人，共15人）

    ²  2012年荣获国务院颁发的政府特殊津贴

    ²  2010年12月荣获中国科学院"朱李月华优秀教师"奖

    ²  2009年12月荣获第23届亚太地区语言、信息与计算国际会议(PACLIC)最佳论文奖

    ²  2008年5月荣获中国科学院研究生院集中教学突出贡献奖

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  指导研究生情况

  

  ◆目前在读研究生

杜倩龙：硕博连读生

李    梅：硕博连读生

刘宇宸：硕博连读生

孙静远：硕博连读生

马    聪：硕博连读生

闫璟辉：博士生

亢晓勉：直博生

黄    鑫：博士生

向    露：博士生

孙    建：博士生

王祥宇：博士生

张肖寒： 硕士生

陈    思：硕士生

  ◆已经毕业的研究生（以毕业时间为序）:

       $ 2020年毕业生

    王唯康，博士，论文题目：《任务型对话系统中对话管理方法研究》，2020.6

    王亦宁，博士，论文题目：《 融合多语言信息的神经机器翻译方法研究》，2020.6

    周   龙，博士，论文题目：《 融合多源信息的神经机器翻译方法研究》，2020.6

    朱军楠，博士，论文题目：《 多源信息融合的自动摘要方法研究》，2020.6

    董传海，硕士，论文题目：《 基于神经网络的中文命名实体识别方法研究与实现》，2020.6

       $ 2019年毕业生

    赵阳，博士，论文题目：《增强译文忠实度的神经机器翻译方法研究》，2019.6

    刘洋，博士，论文题目：《 篇章关系识别方法研究与应用》，2019.6

       $ 2018年毕业生

    王少楠，博士，论文题目：《文本向量表示方法研究》，2018.6

    李俊杰，博士，论文题目：《 融合用户信息的文本情感分析方法研究》，2018.12

    李浩然，博士，论文题目：《 基于多源信息的自动摘要方法研究》，2018.12

       $ 2017年毕业生

    黄国平，博士，论文题目：《人机交互式机器翻译方法研究与实现》，2017.6

    吴惠甲，博士，论文题目：《序列标注中的神经网络方法研究》，2017.6

       $ 2016年毕业生

    李小青，博士，论文题目：《神经网络机器翻译中的数据优化方法研究》，2016.12

    杨海彤，博士，论文题目：《融合多种谓词信息的语义角色标注方法研究》，2016.6

       $ 2015年毕业生

    涂    眉，博士，论文题目：《基于篇章分析的统计机器翻译方法研究》，2015.6

       $ 2014年毕业生

    翟飞飞，博士，论文题目：《基于语言结构知识的统计机器翻译方法研究》，2014.6

    向    露，硕士，论文题目：《基于网络的翻译知识自动获取方法研究与实现》，2014.6

    张志琳，硕士，论文题目：《汉语微博情感分析方法研究与实现》，2014.6

      $ 2013年毕业生

    汪    昆，博士，论文题目：《融合翻译记忆的统计机器翻译方法研究》，2013.6

    王志国，博士，论文题目：《基于依存关系的短语结构句法分析与词对齐方法研究及实现》，2013.6

       $ 2012年毕业生

    庄    涛，博士，论文题目：《鲁棒的语义角色标注方法研究》，2012.6

       $  2011年毕业生

    李茂西，博士，论文题目：《机器翻译系统融合方法研究与实现》，2011.6 

    夏    睿，博士，论文题目：《基于语言知识和集成学习的情感文本分类方法研究》，2011.6

    张家俊，博士，论文题目：《融合源语言句法知识的统计机器翻译方法研究》，2011.6

       $ 2010年毕业生

    吴晓锋，博士，论文题目：《文本自动摘要方法研究》，2010.11

    刘    鹏，博士，论文题目：《交互式口语翻译方法及相关问题研究》，2010.11

    鉴    萍，博士，论文题目：《依存句法分析方法研究与系统实现》，2010.6

    周可艳，博士，论文题目：《对话行为理解与口语翻译方法研究》，2010.6

       $ 2009年毕业生

    曹文洁，博士，论文题目：《融合语用、句法和韵律信息的自然语言生成建模研究及原型系统》，2009.9

    何彦青，博士，论文题目：《基于短语的统计翻译中短语对抽取方法和调序模型研究》，2009. 6

       $ 2008年毕业生

    陈钰枫，博士，论文题目：《汉英命名实体翻译及对齐方法研究》，2008. 6

    李寿山，博士，论文题目：《情感文本分类方法研究》，2008. 6

    方李成，硕士，论文题目：《基于层次短语的统计翻译引擎的设计与实现》，2008. 6

    周    玉，博士，论文题目：《面向统计机器翻译的双语对齐方法研究》，2008. 1

       $ 2007年毕业生

    柴春光，硕士，论文题目：《统计机器翻译解码器的设计与实现》，2007. 6

    徐    昉，硕士，论文题目：《基本名词短语识别的关键技术研究》，2007. 6

       $ 2005年毕业生

    胡日勒，博士，论文题目：《口语翻译知识自动获取方法研究》，2005. 7

    李    幸，硕士，论文题目：《汉语句法分析方法研究》，2005. 7

    左云存，硕士，论文题目：《口语解析与短语翻译对自动抽取方法研究》，2005. 7

       $ 2004年毕业生

    解国栋，博士，论文题目：《统计口语解析方法研究》，2004. 7

    陈克利，硕士，论文题目：《大规模平衡语料库的收集、分析及文本分类方法研究》，2004. 7

    刘    丁，硕士，论文题目：《汉语词与句子切分技术及机器翻译评估方法研究》，2004. 7

       $ 2003年毕业生

    张    艳，博士，论文题目：《汉语句法分析的理论、方法的研究及其应用》，2003. 7

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