刘桃,博士,讲师

数据工程与知识工程教育部重点实验室

中国人民大学

电话: 010-62514562

Email: tliuspam (at) ruc.edu.cn (去掉spam)



研究方向:

参与的科研项目:

发表论文:

1. Tao Liu, Minghui Li, Shusen Zhou, Xiaoyong Du, Sentiment Classification via L2-norm Deep Belief Network, 20th ACM International Conference on Information and Knowledge Management, UK, October 24th-28th, 2011, Accepted.

2. Tao Liu, Xiaoyong Du, Yongdong Xu, Minghui Li, Xiaolong Wang, Partially Supervised Text Classification with Multi-Level Examples,Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, San Francisco, California, USA, August 7-11, 2011,pp:890-895

3. Tao Liu, Biao Fan, He Hu, Xiaoyong Du, Lawyer Information Integration and Recommendation by Multi-Source Lawyer Information Integration and Recommendation by Multi-Source Information Validation Information Validation,the 2nd IEEE International Workshop on Web Information Processing,China, July 11-12, 2011, pp:1909-1913

4. Tao Liu, A Novel Text Classification Approach Based on Deep Belief Network,17th International Conference on Neural Information Processing, Sydney, Australia, Nov 22-25, 2010

5. Wenjuan Wu, Tao Liu, He Hu, Xiaoyong Du, An Automatic Domain Knowledge Acquisition Method Based on Baidu Encyclopedi, The 4th International Universal Communication Symposium, Beijing, China, 2010

6. Biao Fan, Tao Liu, He Hu, Xiaoyong Du, Law Text clustering based on Referencial Relations, The 5th ChinaGrid Annual Conference, Guangdong, China, July 16-18, 2010, pp: 60-66

7. Jingjing Kang, Xiaoyong Du, Tao Liu, He Hu, Automatic Domain Terminology Extraction Using Graph Mutual Reinforcement, The 11th International Conference on Web-Age Information Management (WAIM2010), Jiuzhaigou, China, July 15-17, 2010, pp: 656-667

8. Biao Fan, Guangqiang Liu, Tao Liu, He Hu, Xiaoyong Du, KeyOnto: A Hybrid Knowledge Retrieval Model in Law Semantic Web, The 4th ChinaGrid Annual Conference, Yantai, China, August 21-22, 2009, Pages 179-184

9. Zhixu Li, Pei Li, Wei Wei, Hongyan Liu, Jun He, Tao Liu, Xiaoyong Du.AutoPCS: A Phrase-Based Text Categorization System for Similar Texts. Proceedings of the Joint 11th Asia-Pacific Web Conference, and 10th International Conference on Web-Age Information Management (APWeb-WAIM),Suzhou, China, April 2-4, 2009, Pages 369-380

10. Tao Liu, Bingquan Liu, Xiaolong Wang, Minghui Li, The Effectiveness Study of Local MaximumFeature for Chinese Unknown Word Identification, Journal of Chinese Language and Computing ,Vol.17 No.1, pp:15-26, 2007.

11. 刘桃,刘秉权,徐志明,王晓龙,领域术语自动抽取及其在文本分类中的应用,电子学报, Vol.35 No.2, pp:328-332, 2007.

12. Minghui Li, Lei Lin, Xiaolong Wang, Tao Liu. Protein-protein interaction site prediction based on conditional random fields, Bioinformatics, Vol.23 No.5, pp:597-604, 2007.(SCI 2007 IF= 5.039)

13. Tao Liu, Xiaolong Wang, Bingquan Liu, Yuanchao Liu, Minghui Li, Extracting domain-specific terms from unlabeled web documents by bootstrapping and term classifiers, IEEE International Conference on Systems, Man and Cybernetics(SMC), Canada, 2007, pp:3875-3880

14. Yongdong Xu, Xiaolong Wang, Tao Liu, Zhiming Xu, Multi-document Summarization Based on Rhetorical Structure: Sentence Extraction and Evaluation, IEEE International Conference on Systems, Man and Cybernetics (SMC), Canada, 2007, pp:3034-3039.

15. Chengjie Sun, Yi Guan, Xiaolong Wang, Qiang Wang, Tao Liu. InsunTourQA: A Restricted-Domain Question Answering system, Journal of Computational Information Systems, Vol.3 No.4, pp:1581-1590, 2007.

16. Minghui Li, Xiaolong Wang, Lei Lin, Tao Liu. Effect of example weights on prediction of protein-protein interactions, Computational Biology and Chemistry, Vol.30 No.5, pp.386-392, 2006.(SCI 2006 IF=2.196)

17. Tao Liu, Xiaolong Wang, Zhiming Xu, Qiang Wang, Domain-Specific Term Extraction and Its Application in Text Classification, Proceedings of 8th Joint Conference on Information Sciences(JCIS),Salt Lake City Marriott City Center, Utah, USA, 2005, pp:1481-1484.

18. Tao Liu, Zhiming Xu, Guan Yi, Minghui Li, A Fast Statistical Method for Chinese Unknown Word Detection, International Conference on Multilingual Information Processing (ICMIP), China, 2005, pp:12-15.

19. Yongdong Xu, Zhiming Xu, Xiaolong Wang, Tao Liu. Using Multiple Features and Statistical Model to Calculate Text Units Similarity, Proceedings of the Fourth International Conference on Machine Learning and Cybernetics (ICMLC), China, 2005, pp.19-21.

教育、工作背景:



2010年3月16日更新