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个人简介

博士,哈尔滨工业大学计算学部副教授,博士生导师,中国计算机学会高级会员、中国计算机学会自然语言处理专委会专委、中国中文信息学会情感计算专委会专委、自然语言生成与智能写作专委会专委,“华为-中国高校计算机教育MOOC联盟”智能基座建设项目委员,华为公司昇腾技术培训顾问。国家自然科学基金同行评议专家、国家科技部专家库同行评议专家、教育部学位论文评议专家、清华大学学堂在线“疾风计划”特邀专家。主要研究方向包括机器学习、深度学习、自然语言处理、情感计算、知识图谱、人工智能、区块链技术等。主讲MOOC课程《深度学习基础》在国家高等教育智慧教育平台、中国大学MOOC(爱课程)、学堂在线、B站等网站上开课近8个轮次,超过8万人选修。2022年获黑龙江省教育厅颁发的黑龙江省一流本科课程奖,2021年获CMOOC联盟—华为“智能基座”慕课精品课及教育部-华为智能基座“突出贡献奖”。先后两次(2008年度和2012年度)获得国家留学基金委和IBM公司联合评选的IBM优秀教师奖教金。近年来主持和参加包括国家863计划和国家自然科学基金重点项目、面上项目等多项国家级课题的研究工作。参与研制项目"网络环境下输入法技术研究"获黑龙江省高校科学技术奖一等奖。多次担任ACL、EMNLP、COLING、NIPS等CCF人工智能顶级会议及等学术刊物的审稿专家。 荣誉称号 2012年,获国家留学基金委--IBM中国优秀教师奖研金 2012年,获国家留学基金委--IBM中国优秀教师奖教金 2008年,获国家留学基金委--IBM中国优秀教师奖教金 教育经历 1991年-1995年, 就读于哈尔滨工业大学, 获学士学位 1997-1999年,就读于哈尔滨工业大学, 获硕士学位 2002年-2006年,就读于哈尔滨工业大学, 获博士学位 2007-2009年,就读于哈尔滨工业大学,博士后出站 奖励情况 2011年,“网络环境拼音语句输入技术”获黑龙江省技术发明奖一等奖(排名第6)

研究领域

数据挖掘;自然语言处理等

近期论文

查看导师最新文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

Yuanchao Liu, Xin Wang, Ming Liu, Xiaolong Wang. Write-righter: an academic writing assistant sytem. AAAI 2016, USA, phoenix.(CCF A类) Yuanchao Liu, Ming Liu Xin Wang. Towards Semantically sensitive Text Clustering: A Feature Space Modeling Technology Based on Dimension Extension. Plos one, 10(3), 2015. (SCI, IF: 3.5) Xin Wang, Yuanchao Liu, Ming Liu, Chengjie Sun, Xiaolong Wang: Understanding Gating Operations in Recurrent Neural Networks through Opinion Expression Extraction. Entropy 18(8): 294 (2016) (SCI: 1.743) Xin Wang, Yuanchao Liu, Chengjie Sun, Ming Liu, Xiaolong Wang. Extended Dependency-Based Word Embeddings for Aspect Extraction. ICONIP 2016. Kyoto,Japan, October 16 to 21, 2016. (CCF C类) Xin Wang; Yuanchao Liu; Xiaolong Wang; Baoxun Wang. Predicting Polarities Of Tweets By Composing Word Embedding With Long Short-Term Memory. ACL 2015, BeiJing. Xian-jun dai, Yuan-chao Liu(*Corresponding author). WINGS: Writing with Intelligent Guidance and Suggestions. ACL 2014 . baltimore, USA, June 22-25,2014. (CCF A类) Yuan-chao Liu, Ming liu, Xiaolong Wang, Jingjing Li. PAL: A Chatterbot System for Answering Domain-specific Questions. ACL 2013, Sofia, Bulgaria, August 4-9,2013 (CCF A类) Yuan-Chao Liu,Chong Wu, Ming Liu. Research of Fast SOM Clustering for Text Information. Expert Systems with Applications. Volume 38, Issue 8, August 2011, Pages 9325-9333. (SCI, IF:2.2) Yuan-chao Liu, Xiao-long Wang, etc. ConSOM: A conceptional self-organizing map model for text clustering. Neurocomputing. Volume 71, Issues 4-6, January 2008, Pages 857-862. (SCI, IF: 1.6) Ming Liu; Chong Wu; Yuanchao Liu, Weight evaluation for features via constrained data-pairscan’t-linkq, Information Sciences (SCI, IF:3.6), 282卷, pp 70-91, 2014/10/20 Ming Liu, Yuan-chao Liu. Probability-based text clustering algorithm by alternately repeating two operations. Journal of Information Science 06/2013; 39(3):372-383. . (SCI, IF:1.2) 刘远超;宋明凯;刘铭. 用于细颗粒度挖掘的产品评论语料库构建技术. 哈尔滨工业大学学报,2012,44(3):64-68. 刘铭,王晓龙, 刘远超. 基于词汇链的关键短语抽取方法的研究. 计算机学报.2010, 33(7):1246-1255(EI检索:20103213128899) Yuanchao LIU, Xiaolong WANG, Ming LIU. V-SOM: A Text Clustering Method based on Dynamic SOM Model. Journal of Computational Information Systems. 2009,5(1): 141-145(国际期刊,EI检索:20092212098714) 卢志茂,徐森,刘远超.使用"分裂-合并"策略改进文本聚类集成算法的研究. 高技术通讯, 2010,20(7):714-718(EI检索:20103313151452) Lei jiang, yuanchao liu, bingquan liu, chengjie sun. Research of Sentiment Block Identification for Customer Reviews Based on Conditional Random Fields. AIRS 2010, TAIPEI:261-269(EI检索:20110213561297) Ming liu, xiaolong wang, yuanchao liu. Research on Clustering Technology Based on Manual Feedback.Journal of information. 2010,13(1):175-185( SCI检索:587CX ) 刘铭, 王晓龙,刘远超. 面向大规模高维数据快速聚类的研究. 自动化学报. 2009,35(7):859-866(EI检索:20093212244562) 刘铭, 王晓龙,刘远超. 基于主题分析的文本分割技术研究. 电子学报. 2009,37(2):278-284(EI检索:20091412008280) Zhu Kunpeng, Wang Xiaolong, Liu Yuanchao. A new query expansion method based on query logs mining. International Journal on Asian Language Processing, 2009, 19 (1): 1-12. 刘铭,刘远超,王晓龙. 主题分析技术在文档聚类中的应用. 哈尔滨工业大学学报. 2009,41(3):682-686.(EI检索:20091912073352) Peiliang tian, yuanchao liu, Ming Liu. Research of Product Ranking Technology Based on Opinion Mining. The Second International Conference on Intelligent Computation Technology and Automation. Changsha, Hunan, China. 10-11 october 2009. Pages: 239-243. (EI检索:20095112564869) Shanzong Zhu, Yuanchao Liu, Ming Liu. Research on Feature Extraction from Chinese Text for Opinion Mining. International Conference on Asian Language Processing (IALP). 2009, Singapore. pages:7-10.(EI检索:20101612856773) Ming Liu, Yuan-Chao Liu, Xiao-Long Wang. FSSOM: One Novel SOM Clustering Algorithm Based on Feature Selection. 2008 International Conference on Machine Learning and Cybernetics(ICMLC),2008: 429-435(EI检索: 20085211816955) Li-juan wang, Xiao-long Wang, yuan-chao liu. Combination Of Multiple Real-Valued Nearest Neighbor Classifiers Based On Different Feature Subsets With Fuzzy Integral. International Journal of Innovative Computing, Information and Control. 2008,4(2):369-379(SCI检索:264FL) Kegang luo, yuanchao liu, xiaolong, wang. A Dynamic SOM Algorithm for Clustering Large-scale Document Collection. The 6th International Conference on Advanced Language Processing and Web Information Technology (ALPIT)luoyang,China. 2007:15-20(EI检索:083511491122) Ming Liu, Yuan-Chao Liu, Xiao-Long Wang. IGSOM: Incremental Clustering Based on Self-Organizing-Mapping. The Fourth International Conference on Intelligent Information Hiding and Multimedia Signal Processing,(IIHSMP,EI), 2008. Pages:885-890(EI检索:084311653629) 刘远超,王晓龙等.文本聚类综述.中文信息学报,2006,20(3):55-62. 刘远超,王晓龙等. 基于多知识源融合的关键词重要性评价研究.哈尔滨工业大学学报,2007,39(7):1138-1141(EI检索:073410776672) Xinguang Sha, Yuanchao Liu, Ming Liu, Xiaolong Wang. A Clustering Retrieval System of Chinese information. 2008 IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE@#), Beijing, China, October 2008.Pages:1-6(EI检索: 20093012206345) 刘远超,王晓龙等.基于聚类分析策略的文本偏好挖掘.计算机应用研究. 2005,12.pages:21-23. Juan Liu, Yuanchao Liu, Wei Jang, Xiaolong Wang. Research on Automatic Acquisition of Domain Terms.2008 International Conference on Machine Learning and Cybernetics(ICMLC), Kunming, China, July 2008.:3026-3031(EI检索:085211817318) 刘远超,王晓龙等.信息检索中的聚类分析技术.电子与信息学报.2006,28(4) :606-609(EI检索:06239926051) 刘远超,王晓龙等.基于粗集理论的中文关键词短语构成规则挖掘.电子学报,2007, 35(2): 371-374(EI检索:071610557400). 刘远超,王晓龙等.一种改进的k-means文本聚类初值选择算法.高技术通讯.2006.16(1):11-15 (EI检索:06209882732) 李鹏, 王晓龙, 刘远超, 王宝勋.一种基于混合策略的失衡数据集分类方法.电子学报.2007,35(11):2161-2165.

学术兼职

CCF中文信息专委委员、CCF高级会员、国家自然科学基金同行评议专家、国家科技部专家库专家、教育部学位中心通讯评议专家 顶级国际会议NIPS、期刊《IEEE Transactions on Knowledge and Data Engineering》 (IEEE TKDE)、《计算机学报》、《中文信息学报》、《Artificial Intelligence in Medicine》等学术刊物的审稿专家

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