基本信息
刘康男硕导中国科学院自动化研究所
电子邮件： kliu@nlpr.ia.ac.cn
通信地址： 北京市海淀区中关村东路95号
邮政编码：
部门/实验室：模式识别国家重点实验室
研究领域自然语言处理、信息抽取、问答系统、信息检索、机器学习


招生信息
招生专业081203-计算机应用技术

招生方向自然语言处理，信息抽取，问答系统，信息检索


教育背景2006-09--2010-07中国科学院自动化研究所博士
2002-09--2005-04西安电子科技大学硕士
1998-09--2002-07西安电子科技大学学士


工作经历2005-2006 清华同方任高级软件工程师
2010-今 中国科学院自动化研究所模式识别国家重点实验室


科研活动
科研项目（ 1 ） 知识关联与推理类问题求解关键技术及系统, 主持,国家级,2015-01--2017-12
（ 2 ） Representing and Reasoning Knowledge by Jointly Learning on Knowledge Graphs, Textual Triples and Unstructured Texts, 主持,院级,2015-10--2016-10
（ 3 ） 基于大规模知识图谱的文本语义分析、知识图谱补全与验证, 主持,院级,2015-06--2016-06
（ 4 ） 跨语言QA系统的研究开发, 主持,院级,2015-06--2015-12
（ 5 ） 互联网环境下中文实体知识挖掘关键技术研究, 主持,国家级,2013-01--2015-12


发表文章Guoliang Ji,Kang Liu, Shizhu He and Jun Zhao, Knowledge Graph Completion with Adaptive Sparse Transfer Matrix, in Proceedings of AAAI 2016, Phoenix, USA, Phoenix, 12-17.
Shulin liu,Kang Liu, Shizhu He and Jun Zhao, A Probabilistic Soft Logic Based Approach to Exploiting Latent and Global Information in Event Classification, in Proceedings of AAAI 2016, Phoenix, USA, Phoenix, 12-17
Yuanzhe Zhang, Shizhu He,Kang Liuand Jun Zhao, A Joint Model for Question Answering over Multiple Knowledge Bases, in Proceedings of AAAI 2016, Phoenix, USA, Phoenix, 12-17。
Daojian Zeng,Kang Liu, Yubo Chen and Jun Zhao, Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks, in Proceedings of EMNLP 2015, Lisbon, Portugal, September, 17-21.
Kang Liu, Jun Zhao, Shizhu He and Yuanzhe Zhang, Questiong Answering over Knoweldge Base, a Nature Language Processing Special Issue in IEEE Transaction on Intelligent Systems, pp. 1541-1672.
Shizhu He,Kang Liuand Jun Zhao, Learning to Represent Knowledge Graphs with Gaussian Embedding, in Proceedings of CIKM 2015, Melbourne, Astralia, October, 19-23.
Zhuoyu Wei, Jun Zhao,Kang Liu, Zhenyu Qi and Guanhua Tian, Large-scale Knowledge Base Completion: Inferring via Grounding Network Sampling over Selected Instances, in Proceedings of CIKM 2015, Melbourne, Astralia, October, 19-23.
Linlin Wang,Kang Liu, Zhu Cao, Jun Zhao and Gerard de Melo, Sentiment-Aspect Extraction based on Restricted Boltzmann Machines, in Proceedings of ACL-IJCNLP 2015, Beijing, China, July, 26-29.
Guoliang Ji, Shizhu He, Liheng Xu,Kang Liuand Jun Zhao, Knowledge Graph Embedding via Dynamic Mapping Matrix, in Proceedings of ACL-IJCNLP 2015, Beijing, China, July, 26-29.
Yubo Chen, Liheng Xu,Kang Liu, Daojian Zeng and Jun Zhao, Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks, in Proceedings of ACL-IJCNLP 2015, Beijing, China, July, 26-29.
Siwei Lai, Liheng Xu,Kang Liuand Jun Zhao, Recurrent Convolutional Neural Networks for Text Classification, in Proceedings of AAAI 2015, Austin Texas, USA, January, 25-23.
Shizhu He,Kang Liu, Yuanzhe Zhang and Jun Zhao, Questioning Answering over Linked Data Using Markov First-order Logic, in Proceedings of EMNLP 2014, Doha, Qatar, October, 25-29.
Kang Liu, Liheng Xu and Jun Zhao, Co-extracting Opinion Targets and Opinion Words from Online Reviews Based on the Word Alignment Model, IEEE Transaction on Knowledge and Data Engineering (TKDE), VOL. 27, Issue No. 03 pp. 636-650.
Kang Liu, Liheng Xu and Jun Zhao, Extracting Opinion Targets and Opinion Words from Online Reviews with Graph Co-ranking, in Proceedings of ACL 2014, Baltimore, USA, June 22-27.
Liheng Xu,Kang Liu, Siwei Lai and Jun Zhao, Product Feature Mining: Semantic Clues versus Syntactic Constituents, in Proceedings of ACL 2014, Baltimore, USA, June 22-27.
Liheng Xu,Kang Liuand Jun Zhao, Joint Opinion Relation Detection Using One-Class Deep Neural Network, in Proceedings of COLING 2014, Dublin, Ireland, August, 23-29.PDF
Daojian Zeng,Kang Liu, Siwei Lai, Guangyou Zhou and Jun Zhao, Relation Classification via Convolutional Deep Neural Network, in Proceedings of COLING 2014, Dublin, Ireland, August, 23-29.Best Paper Award
Yang Liu,Kang Liu, Liheng Xu and Jun Zhao, Exploring Fine-grained Entity Type Constraints for Distantly Supervised Relation Extraction, in Proceedings of COLING 2014, Dublin, Ireland, August, 23-29.
Shizhu He, Yuanzhe Zhang,Kang Liuand Jun Zhao, CASIA@V2: A MLN-based Question Answering System over Linked Data, in Proceedings of the fourth workshop on question answering over linked data (QALD-4) in CLEF 2014, Sheffield, UK, September, 15-18.