Publications

2012

Jingbo Zhu, Matthew Ma. 2012. Uncertainty-based Active Learning with Instability Estimation for Text Classification. ACM Transactions on Speech and Language Processing (TSLP), 8(4), article 5, p1-21 (PDF draft)

2011

Jingbo Zhu, Huizhen Wang, Muhua Zhu, Benjamin K. Tsou, Matthew Ma. 2011. Aspect-based Opinion Polling from Customer Reviews. IEEE Transactions on Affective Computing (TAC), 2(1):37-49 (PDF)

Muhua Zhu, Jingbo Zhu, and Tong Xiao. 2011. Automatic Treebank Conversion via Informed Decoding - A Case Study on Chinese Treebanks. ACM Transactions on Asian Language Information Processing (TALIP), 10(3), article 12 (PDF)

Tong Xiao, Jingbo Zhu, and Muhua Zhu. 2011. Language Modeling for Syntax-based Machine Translation Using Tree Substitution Grammars: A Case Study on Chinese-English Translation. ACM Transactions on Asian Language Information Processing (TALIP), 10(4), article 18 (PDF)

Jingbo Zhu, Tong Xiao. 2011. Improving Decoding Generalization for Tree-to-String Translation, In Proceedings of ACL2011, Short paper (PDF)

Muhua Zhu, Jingbo Zhu, Minghan Hu. 2011. Better Automatic Treebank Conversion Using A Feature-Based Approach, In Proceedings of ACL2011, Short paper (PDF)

2010

Jingbo Zhu, Huizhen Wang, Benjamin K. Tsou, Matthew Ma. 2010. Active Learning with Sampling by Uncertaintyand Density for Data Annotations. IEEE Transactions on Audio, Speech and Language Processing (TASL), 18(6):1323-1331 (PDF)

Jingbo Zhu, Huizhen Wang, Eduard Hovy, Matthew Ma. 2010. Confidence-based Stopping Criteria for Active Learning for Data Annotation. ACM Transactions on Speech and Language Processing (TSLP), 6(3):1-24 (PDF)

Tong Xiao, Jingbo Zhu, Muhua Zhu, Huizhen Wang. 2010. Boosting-based System Combination for Machine Translation. In Proceedings of ACL2010 (PDF)

Muhua Zhu, Jingbo Zhu, Tong Xiao. 2010. Heterogeneous Parsing via Collaborative Decoding. In Proceedings of Coling2010 (PDF)

Muhua Zhu, Jingbo Zhu. 2010. Treebank Conversion via Informed Decoding. In Proceedings of Coling2010 (PDF)

Tong Xiao, Jingbo Zhu, Hao Zhang and Muhua Zhu. 2010. An Empirical Study of Translation Rule Extraction with Multiple Parsers. In Proceedings of Coling2010 (PDF)

2009

Jingbo Zhu, Huizhen Wang, Benjamin Tsou and Muhua Zhu. 2009. Multi-aspect opinion polling from textual reviews, In Proceedings of CIKM'09, poster

Muhua Zhu, Jingbo Zhu. 2009. Label Correspondence Learning for Part-of-Speech Annotation Transformation. In Proceedings of CIKM'09, poster

Tong Xiao, Mu Li, Jingbo Zhu, Dongdong Zhang and Ming Zhou. 2009. Better Synchronous Binarization for Machine Translation. In Proceedings of EMNLP09

Jingbo Zhu, Huizhen Wang, Benjamin K. Tsou. 2009. Learning Representative Examples for Data Annotation. International Journal of Computer Processing of Oriental Languages, 22(2-3):155-169

2008

Jingbo Zhu, M. Y. Ma, J. K. Guo and Zhenxing Wang. 2008. Content classification and recommendation techniques for viewing electronic programming guide on a portable device. As Chapter 9 of a book: Personalization Techniques and Recommender Systems, Edited by G. Uchyigit and M. Y. Ma. Series in Machine Perception Artificial Intelligence - Vol. 70, World Scientific Publishing Co. Pte. Ltd. Pp 223-248

Zhenxing Wang, Chuangning Huang, Jingbo Zhu. 2008. A Study on In-Vocabulary Word Segmentation. International Journal of Computer Processing of Oriental Languages, 21(2):123-134

Feiliang Ren, Jingbo Zhu. 2008. An Effective Approach for Coreference Resolution, International Journal of Computer Processing of Oriental Languages, 21(2):135-149

Jingbo Zhu, Huizhen Wang and Eduard Hovy, 2008. Multi-Criteria-based Strategy to Stop Active Learning for Data Annotation. In Proc. of Coling08, pp1129-1136

Jingbo Zhu, Huizhen Wang and Benjamin Tsou, 2008. Active Learning with Sampling by Uncertainty and Density for Word Sense Disambiguation and Text Classification. In Proc. of Coling08, pp1137-1144

Jingbo Zhu , Huizhen Wang, Eduard Hovy. 2008. 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)

2007

Jingbo Zhu , Matthew Y. Ma, Jinhong K. Guo, Zhenxing Wang. 2007. Content Classification and Recommendation Techniques for viewing Electrinic Programming Guide on Portable Device. International Journal of Pattern Recognition and Artificial Intelligence. 21(2):375-395

Jingbo Zhu , Eduard Hovy. 2007. Active Learning for Word Sense Disambiguation with Methods for Addressing the Class Imbalance Problem, in Proc. of EMNLP-CoNLL pp783-790

Before

Wenliang Chen , Jingbo Zhu , Tianshun Yao. 2005. Improving Domain Dictionary-based Text Categorization using Self-Partition Model, International Journal of Computer Processing of Oriental Languages,18(3):197-210

Le Zhang, Jingbo Zhu and Tianshun Yao. 2004. An Evaluation of Statistical Spam Filtering Techinques . ACM Transactions on Asian Language Information Processing (TALIP) 3(4):243-269