陈涛

通讯地址  深圳市南山区西丽大学城哈工大园区C栋308(518055)
电子邮件 Chentao1999@gmail.com
联系电话
个人简历及研究方向
哈尔滨工业大学深圳研究生院计算机学院第3年的博士生,导师:王轩老师,副导师:徐睿峰老师。

研究方向:文本情感分析,使用的方法主要是深度学习相关方法。

教育经历
 1999.9–2003.7 解放军理工大学通信工程学院    通信工程 工学学士
 2010.9–2013.6 五邑大学         计算机学院 工学硕士
  2013.9– 哈尔滨工业大学(深圳)  计算机科学与技术 工学在读博士
论文发表及成果
[1] Tao Chen, Ruifeng Xu* , Yulan He and Xuan Wang, A Gloss Composition and Context Clustering Based Distributed Word Sense Representation Model, Entropy. 2015, 17(9), 6007-6024; doi:10.3390/e17096007 (SCI IF 1.502 JCR 2区) http://www.mdpi.com/1099-4300/17/9/6007

[2] Ruifeng Xu, Tao Chen, Yunqing Xia, Qin Lu, Bin Liu, Xuan Wang, Word Embedding Composition for Data Imbalances in Sentiment and Emotion Classification. Cognitive Computation. vol. 7, no.2, 226-240 (SCI IF 1.1 JCR 3区) DOI 10.1007/s12559-015-9319-y Published online: 03 Feb 2015 http://link.springer.com/article/10.1007/s12559-015-9319-y

[3] Tao Chen, Ruifeng Xu*, Yulan He, XuanWang, Improving Distributed Representation of Word Sense via WordNet Gloss Composition and Context Clustering, Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) (ACL2015) pp.15-20 (重要会议)

[4] Tao Chen, Ruifeng Xu*, Xuan Wang, Learning Task Specific Distributed Paragraph Representations Using a Two-Tier Convolutional Neural Network, Proceedings of 22nd International Conference on Neural Information Processing (ICONIP2015) (重要会议)

[5] Tao Chen, Ruifeng Xu*, Qin Lu, Bin Liu, Jun Xu, Lin Yao, Zhenyu He. A Sentence Vector based Over-sampling Method for Imbalanced Emotion Classification. Proceedings of 15th International Conference on Computer Linguistics and Intelligent Processing (CICLing2014), Springer LNCS 8404, 62-72, April 2014 (EI检索)

[6] Tao Chen, Ruifeng Xu, Bin Liu, Qin Lu,Jun Xu, WEMOTE – Word Embedding based Minority Oversampling Technique for Imbalanced Emotion and Sentiment Classification, Proceedings of WISDOM workshop, ICML 2014, June 2014, Beijing, China

[7] 陈涛,徐睿峰* ,吴明芬,刘滨. 一种基于情感句模的文本情感分类方法. 中文信息学报. Vol. 27. No.5,pp.67-74 Sep. 2013

[8] Yuhui Cao, Zhao Chen, Ruifeng Xu*, Tao Chen and Lin Gui, A Joint Model for Chinese Microblog Sentiment Analysis, Proceedings of ACL-SIGHAN 8 workshop, pp.61-67, 2015

[9] Yuhui Cao, Ruifeng Xu and Tao Chen. Combining Convolutional Neural Network and Support Vector Machine for Sentiment Classification, Proceedings of 4th Nataional Conference on Social Media Processing (SMP 2015)

获奖情况
 无

个人空间:

翻译书籍 :《python自然语言处理》下载地址:http://vdisk.weibo.com/s/D7KLUVWK8o5a

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