Publications(Selected Papers)

2008

Jingbo Zhu, Huizhen Wang and Benjamin Tsou. Active Learning with Sampling by Uncertainty and Density for Word Sense Disambiguation and Text Classification. In Proc. of Coling08

Jingbo Zhu, Huizhen Wang and Eduard Hovy. Multi-Criteria-based Strategy to Stop Active Learning for Data Annotation. In Proc. of Coling08

Zhenxing Wang, Changning Huang, Jingbo Zhu. The Character-based CRF Segmenter of MSRA & NEU for the 4th Bakeoff. Sighan4 workshop of IJCNLP2008. India. 2008.1.

Zhenxing Wang, Changning Huang, Jingbo Zhu. Which Performs Better on In-Vocabulary Word Segmentation Based on Word or Character? Sighan4 workshop of IJCNLP2008. India . 2008.1.

Zhenxing Wang, Changning Huang, Jingbo Zhu. The Character-based CRF Segmenter of MSRA & NEU for the 4th Bakeoff. Journal of Chinese Language and Computing.

Zhenxing Wang, Changning Huang, Jingbo Zhu. Which Performs Better on In-Vocabulary Word Segmentation Based on Word or Character? Journal of Chinese Language and Computing.

Jingbo Zhu, Huizhen Wang, Eduard Hovy. Learning a Stopping Criterion for Active Learning for Word Sense Disambiguation and Text Classification. The Third International Joint Conference on Natural Language Processing (IJCNLP-08). Hyderabad , India. 2008.

2007 (rar)

Jingbo Zhu, Eduard Hovy, Active Learning for Word Sense Disambiguation with Methods for Addressing the Class Imbalance Problem, EMNLP-CoNLL. Pp783-790.2007.

Chen Wenliang, Zhang Yujie, Isahara Hitoshi, A Two-stage Parser for Multilingual Dependency Parsing, EMNLP-CoNLL2007 (shared task), pp. 1129-1133, Prague, June 28-30, 2007

Matthew Y. Ma, Jingbo Zhu, Jinhong K. Guo. A Recommender Framework for Electronic Programming Guide on a Mobile Device. 2007 IEEE International Conference on Multimedia and Expo. Pp332-335. 2007.7

Jingbo Zhu , Matthew Y. Ma, Jinhong K. Guo, Zhenxing Wang. Content Classification and Recommendation Techniques for viewing Electrinic Programming Guide on Portable Device. International Journal of Pattern Recognition and Artificial Intelligence.Vol.21,No.2 pp.375-395. 2007.3.

Na Ye, Jingbo Zhu, Huizhen Wang, Matthew Y. Ma, Bin Zhang, An Improved Model of Dotplotting for Text Segmentation, Journal of Chinese Language and Computing. (to appear)

Feiliang Ren,Li Zhang, Minghan Hu, Tiaoshun Yao. EBMT Based on Finite State Automata Transfer Generation. The Eleventh Conference on Theoretical and Methodological Issues in Machine Translation (TMI2007).

Zhenxing Wang, Jingbo Zhu. Improving K-NN Text Categorization by Bootstrap Technique. International Conference on Chinese Computing 2007 (ICCC2007). Oct.12-15, Wuhan , China p493-499.

Qing Chen, Mu Li. Improving Query Spelling Correction Using Web Search Results. EMNLP-CoNLL.pp181-189.2007( Poster )

Feiliang Ren, Jingbo Zhu, An Effective Hybrid Machine Learning Approach for Coreference Resolution. Sighan4 workshop of IJCNLP2008. India. 2008.1. (Accepted)

Jingbo Zhu, Na Ye, Haitao Luo. Text Segmentation Model Based on Multiple Discriminant Analysis. Journal of Software, Vol.18, No.3, March 2007, pp.555−564

Jingbo Zhu, Huizhen Wang, Xijuan Zhang. Confusion Class Discrimination Techniques for Text Classification. Journal of Software, Vol.19, No.3, March 2008, pp.630−639 ( to appear )

Honglin Wu, Shaoming Liu. Word Alignment Between Chinese and Japanese Based on Weighted Bipartite Graph. Journal of Chinese Information Processing Vol.21. No.5. pp. 101-107. 2007.8

Xijuan Zhang, Huizhen Wang, Jingbo Zhu. Feature Selection Based on Minimal Redundancy Principle for Text Classification. Journal of Chinese Information Processing Vol.21. No.5. pp56-60.

Hailei Zhang, Feifei Cao, Wenliang Chen, Feiliang Ren, Huizhen Wang, Jingbo Zhu. Chinese Entity Mention Detection Based on Multi-level Feature Integration. Journal of Chinese Information Processing Vol.21. No.5. pp.126-130. 2007.8

Na Ye, Yan Zheng, Jingbo Zhu, Bin Zhang. Text Segmentation Based on Two-dimension Dynamic Programming. 3th Chinese National Conference on Information Retrieval and Content Safe p209-215. 2007.11

Xijuan Zhang, Jingbo Zhu. Smoothing Technique to Posterior Probability Sharpness Problem in Active Learning. 3th Chinese National Conference on Information Retrieval and Content Safe. p821-827. 2007.11

Honglin Wu, Shaoming Liu. Word Alignment Between Chinese and Japanese Using Maximum Weight Matching on Bipartite Graph. 9th Chinese National Conference on Computational Linguistics .pp 368-373. 2007.8

Hailei Zhang, Feifei Cao, Wenliang Chen, Feiliang Ren, Huizhen Wang, Jingbo Zhu.Chinese Entity Mention Detection Based on Multi-level Feature Integration. 9th Chinese National Conference on Computational Linguistics .pp 485-490.2007.8

Xijuan Zhang, Huizhen Wang, Jingbo Zhu. Feature Selection Based on Minimal Redundancy Principle for Text Classification. 9th Chinese National Conference on Computational Linguistics .pp.612-617. 2007.8

Hailei Zhang, Huizhen Wang, Anhui Wang, Jingbo Zhu. A Comparison of Anti-Spam Filtering based on Naïve Bayesian Models. NetSec. pp.551-557. 2007.7

2006 (rar)

Jingbo Zhu, Huizhen Wang, Xijuan Zhang. Discrimination-based Feature Selection for Multinomial Naive Bayes Text Classification. ICCPOL2006. 2006.11(Poster)

Honglin Wu and Shaoming Liu Word Alignment Between Chinese and Japanese Using Maximum Weight Matching on Bipartite Graph. ICCPOL2006. 2006.11

Chen Wenliang, Zhang Yujie, Isahara Hitoshi. Chinese Chunking with Tri-training Learning. 21st International Conference on the Computer Processing of Oriental Languages (ICCPOL2006). pp.466-473. 2006.(Poster)

Chen Wenliang, Zhang Yujie, Isahara Hitoshi. Chinese Named Entity Recognition with Conditional Random Fields. SIGHAN 2006 Bakeoff. pp.118-121. 2006.

Chen Wenliang, Zhang Yujie, Isahara Hitoshi. An Empirical Study of Chinese Chunking. Coling-ACL2006 (Poster Session). pp.97-104. 2006.(Poster)

Chen Wenliang, Zhang Yujie, Isahara Hitoshi. Chinese Chunking based on Conditional Random Fields. NLP2006, Yokohama, Japan. pp.149-152. 2006.

Feiliang Ren, Shaoming Liu. Build Translation Memory System by N-Gram. The 20th Paclic Asia Conference on Language, Information and Computation. pp.452-458. 2006.

Feiliang Ren, Tianshun Yao. Remove Redundancy Samples for SVM in A Chinese Word Segmentation Task. Journal of Communication and Computer. Vol.3, No.5. pp.103-107. 2006.

Feiliang Ren,Tianshun Yao. Make Word Sense Disambiguation in EBMT Practical. The 20th Paclic Asia Conference on Language, Information and Computation. pp.414-417. 2006.

Huizhen Wang, Jingbo Zhu, Duo Ji, Na Ye, Bin Zhang. Adaptive Chinese Topic Tracking Based on Feedback Learning. Journal of Chinese Information Processing. Vol.20, No.3. pp.92-98. 2006..

Anhui Wang, Wenliang Chen, Jingbo Zhu.Text Feature Learning for Text Categorization. MINI - MICRO SYSTEMS. Vol.27, pp.360-362. 2006.

Xijuan Zhang, Huizhen Wang, Jingbo Zhu. Text Classification Based On Naïve Bayes MINI - MICRO SYSTEMS. Vol.27, pp.369-370. 2006.

2005 (rar)

Jingbo Zhu, Na Ye, Xinzhi Chang, Wenliang Chen, Using Multiple Discriminant Analysis Approach for Linear Text Segmentation, 2nd International Joint Conference on Natural Language Processing, IJCNLP-05, Jeju Island, Korea, October 11-13, 2005

Yongmei Tan, Tianshun Yao, Qing Chen and Jingbo Zhu. Applying Conditional Random Fields to Chinese Shallow Parsing. The Sixth International Conference on Intelligent Text Processing and Computational Linguistics (CICLing-2005) . LNCS, Vol.3406, Springer, pp.167-176, Mexico City, Mexico, Feb. 2005.

Jingbo Zhu, Wenliang Chen. Improving Text Categorization Using Domain Knowledge, A. Montoyo et al. (Eds.): International Conference on Applications of Natural Language to Information Systems (NLDB 2005), LNCS, Springer-Verlag, pp.103–113, 2005.

Na Ye, Jingbo Zhu, Haitao Luo, Huizhen Wang, Bin Zhang. Improvement of the Dotplotting Method for Linear Text Segmentation. IEEE International Conference on Natural Language Processing and Knowledge Engineering. Pp.636-641. 2005.10

Muhua Zhu, Jingbo Zhu, Wenliang Chen. Effect Analysis of Dimension Reduction on Support Vector Machines. IEEE International Conference on Natural Language Processing and Knowledge Engineering.pp.592-596. 2005.10

Huizhen Wang, Jingbo Zhu, Duo Ji, Na Ye, Bin Zhang. Time Adaptive Boosting Model for Topic Tracking. IEEE International Conference on Natural Language Processing and Knowledge Engineering. Pp.488-492. 2005.10

Feiliang Ren, Lei Shi, Tianshun Yao. A Dynamic Weighted Method With Support Vector Machines for Chinese Word Segmentation. IEEE International Conference on Natural Language Processing and Knowledge Engineering.pp.366-370. 2005.10

Jingbo Zhu, Na Ye, Xinzhi Chang, Wenliang Chen, Benjamin K Tsou. Using Multiple Discriminant Analysis Approach for Linear Text Segmentation. In Proceedings of the Second International Joint Conference on Natural Language
Processing (IJCNLP05), LNCS, Korean, pp.292-301. Oct. 2005

Jingbo Zhu, Wenliang Chen. Some Studies on Chinese Domain Knowledge Dictionary and Its Application to Text Classification SIGHAN4, Korean, PP.110-115. Oct. 2005

Wenliang Chen, Jingbo Zhu, Tianshun Yao. Improving Domain Dictionary-based Text Categorization using Self-Partition Model. International Journal of Computer Processing of Oriental Languages (IJCPOL),pp. 197-210. 2005.9

2004 (rar)

Le Zhang , Jingbo Zhu and Tianshun Yao. An Evaluation of Statistical Spam Filtering Techinques. ACM Transactions on Asian Language Information Processing (TALIP) Vol. 3, No.4, pages 243-269, December 2004.

Jingbo Zhu, Wenliang Chen, Tianshun Yao. Using Seed Words to Learn to Categorize Chinese Text. Advances in Natural Language Processing: 4th International Conference (EsTAL 2004), LNCS , Vol. 3230, Springer-Verlag, pp.464-473, 2004.

Wenliang Chen, Xingzhi Chang, Huizhen Wang, and Tianshun yao. Automatic Word Clustering for Text Categorization Using Global Information. First Asia Information Retrieval Symposium (AIRS 2004), Beijing, pp.1-6, 2004.10.

Wenliang Chen, Jingbo Zhu, Honglin Wu, Tianshun Yao. Automatic Learning Features Using Bootstrapping for Text Categorization. Fourth International Conference on Intelligent Text Processing and Computational

Yongmei Tan, Tianshun Yao, Qing Chen, Jingbo Zhu. Chinese Chunk Identification Using SVMs plus Sigmoid. The First International Joint Conference on Natural Language Processing (IJCNLP-04), March 22-24, 2004 Sanya City, Hainan Island, China.

Xueqiang Lv, Le Zhang. Statistical Substring Reduction in Linear Time. The First International Joint Conference on Natural Language Processing (IJCNLP-04), March 22-24, 2004 Sanya City, Hainan Island, China.

Na Ye, Xuejun Wu, Jingbo Zhu, Wenliang Chen, Tianshun Yao. Web Information Extraction Based on Similar Patterns. The Fifth International Conference on Web-Age Information Management (WAIM 2004), Dalian, China.

2003(rar)

Mu Li, Xueqiang Lv, Tianshun Yao. A Machine Translation Model Based on E-Chunk. Journal of Software, 2003

Xueqiang Lv, Qingyin Li, Feiliang Ren, Tianshun Yao. Sub Sentence Alignment of Chinese-English Law Literature Based on Statistical Approach. Journal of Northeastern University(Natural Science), ShenYang, Vol 24, No.1, Jan.2003

Tianshun Yao, Erbao Yang. A method of similar template based C-E Machine Translation. CJNLP-2, Peking University, 2003

Erbao Yang, Tianshun Yao. A method of translation pattern extraction. JSCL-2003, Harbin, 2003

Xuejun Wu, Jingbo Zhu, Huizhen Wang, Na Ye. The Application of the Method of Co-Training in Identification of Chinese Organization Names. The 2003 National Joint Symposium on Computational Linguistics (JSCL-2003) , 2003

Feiliang Ren, Xueqiang Lv, Honglin Wu, Yue Ma, Tianshun Yao. Searching the Best Translation Template Based on Paradigm Similarity and Semantic Distance (ICCPOL 03)

Le Zhang, Xueqiang Lv, Yanna Shen, Tianshun Yao. A Statistical Approach to Extract Chinese Chunk Candidates from Large Corpora (ICCPOL 03)

Le Zhang, Tianshun Yao. Filtering Junk Mail with A Maximum Entropy Model (ICCPOL 03)

Dayu Wang and Tianshun Yao, Using a Semi-supervised Learning Mechanism to Recognize Chinese Names in Unsegmented Text (ICCPOL'03)

Heng Li, Jonathan J. Webster, Chunyu Kit, Tianshun Yao. Transductive HMM based Chinese Text Chunking. IEEE NLP-KE2003, pp.257-262, Beijing, China.

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