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自动化研究所人才库

  • 姓名: 刘康
  • 性别: 男
  • 职称: 研究员
  • 电子邮件: kliu@nlpr.ia.ac.cn
    简  历:
  •  

    姓名

    刘康

    性别

    联系方式

    kliu@nlpr.ia.ac.cn

    专业技术职务

    研究员

    部门/实验室

    模式识别国家重点实验室

    通讯地址

    北京市海淀区中关村东路95号

    邮编

    100190

    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

    教育背景

    2006-09--2010-07   365bet亚洲版登录-首页   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

    工作简历

    2019-11~现在, 365bet亚洲版登录-首页, 研究员
    2014-11~2019-10,365bet亚洲版登录-首页, 副研究员
    2010-07~2014-10,365bet亚洲版登录-首页, 助理研究员

    兼职经历

    2018-05-05-今,中国中文信息学会青年工作委员会, 主任
    2017-08-31-今,中国中文信息学会语言与知识计算专委会, 秘书长

    发表论文

    · 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 Liu and 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 Liu and 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 Liu and 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 Liu and 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 Liu and 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 Liu and 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.

     

    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--2018-06
    ( 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
    ( 6 ) 面向问答场景意图识别系统的语义相似度计算, 主持, 院级, 2017-06--2018-12
    ( 7 ) 面向客服聊天记录质检的问答对齐研究, 主持, 院级, 2018-08--2020-08
    ( 8 ) 面向智能客服的自然问答关键技术研究, 主持, 市地级, 2018-05--2019-12
    ( 9 ) Cross-lingual Text and Knowledge Graph Jointly Embeddings, 主持, 院级, 2016-12--2020-06
    ( 10 ) 青促会专项, 主持, 市地级, 2016-01--2020-06
    ( 11 ) 面向开放领域的关系抽取技术研究, 主持, 研究所(学校), 2016-07--2018-01
    ( 12 ) 产品知识库构建关键技术研究, 主持, 国家级, 2016-01--2019-06
    ( 13 ) 面向生活垂直领域的精准问答关键技术研究, 主持, 院级, 2013-10--2015-04
    ( 14 ) 面向大规模开放域知识库的深度问答关键技术研究, 主持, 院级, 2015-10--2017-06
    ( 15 ) 面向案件审判执行全流程的智能问答技术及平台, 主持, 国家级, 2018-08--2021-07
    ( 16 ) 知识关联与事件推理类问题求解关键技术与系统, 主持, 国家级, 2019-04--2022-04
    ( 17 ) 信息抽取与问答系统, 主持, 国家级, 2020-01--2022-12
    ( 18 ) 面向抑郁症智能诊疗的可解释对话系统研究, 主持, 部委级, 2020-01--2022-12
    ( 19 ) 事件图谱构建与应用关键技术, 主持, 院级, 2020-03--2021-03

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