Publications

2019

Bei Li, Yinqiao Li, Chen Xu, Ye Lin, Hui Liu, Ziyang Wang, Yuhao Zhang, Nuo Xu, Zeyang Wang, Kai Feng, Hexuan Chen, Tengbo Liu, YanYang Li, Qiang Wang, Tong Xiao and Jingbo Zhu. 2019. The NiuTrans Machine Translation Systems for WMT19. In Proceedings of WMT2019 (PDF)

Tong Xiao, Yinqiao Li, Jingbo Zhu, Zhengtao Yu and Tongran Liu. 2019. Sharing Attention Weights for Fast Transformer. In Proceedings of IJCAI2019 (PDF)

Qiang Wang, Bei Li, Tong Xiao, Jingbo Zhu, Changliang Li, Derek F. Wong, Lidia S. Chao. 2019. Learning Deep Transformer Models for Machine Translation.In Proceedings of ACL2019 (PDF)

Yufan Jiang, Chi Hu, Tong Xiao, Chunliang Zhang, Jingbo Zhu. 2019. Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition. In Proceedings of EMNLP-IJCNLP2019 (PDF)

Ziyang Wang, Hui Liu, Hexuan Chen, Kai Feng, Zeyang Wang, Bei Li, Chen Xu, Tong Xiao, Jingbo Zhu. 2019. NiuTrans Submission for CCMT19 Quality Estimation Task. In Proceedings of CCMT2019 (PDF)

Nuo Xu, Yinqiao Li, Chen Xu, Yanyang Li, Bei Li, Tong Xiao, Jingbo Zhu. 2019. Analysis of Back-translation Methods for Low-Resource Neural Machine Translation. In Proceedings of NLPCC2019 (PDF)

张裕浩, 许诺, 李垠桥, 肖桐, 朱靖波. 2019. 从粗粒度到细粒度的神经机器翻译系统推断加速方法研究. In Proceedings of CCMT2019 (PDF)

2018

Qiang Wang, Bei Li, Jiqiang Liu, Bojian Jiang, Zheyang Zhang, Yinqiao Li, Ye Lin, Tong Xiao and Jingbo Zhu. 2018. The NiuTrans Machine Translation System for WMT18. In Proceedings of WMT2018 (PDF)

Qiang Wang, Bei Li, Jiqiang Liu, Bojian Jiang, Zheyang Zhang, Yinqiao Li, Ye Lin, Tong Xiao and Jingbo Zhu. 2018. The NiuTrans Machine Translation System for CWMT-2018. In Proceedings of CWMT2018 (PDF)

Qiang Wang, Bei Li, Jiqiang Liu, Bojian Jiang, Zheyang Zhang, Yinqiao Li, Ye Lin, Tong Xiao and Jingbo Zhu. 2018. Towards Building a Strong Transformer Neural Machine Translation System. In Proceedings of CWMT-2018 (PDF)

Qiang Wang, Fuxue Li, Tong Xiao, Yanyang Li, Yinqiao Li and Jingbo Zhu. 2018. Multi-layer Representation Fusion for Neural Machine Translation. In Proceedings of COLING2018 (PDF)

Feiliang Ren, Di Zhou, Zhihui Liu, Yongcheng Li, Rongsheng Zhao, Xiaobo Liang, Yongkang Liu. 2018. Neural RelationClassification with Text Descriptions. In Proceedings of COLING2018 (PDF)

Yanyang Li, Tong Xiao, Yinqiao Li, Qiang Wang, Changming Xu and Jingbo Zhu. 2018. A Simple and Effective Approach to Coverage-Aware Neural Machine Translation.In Proceedings of ACL2018 (PDF)

Yufan Jiang, Bei Li, Ye Lin, Yinqiao Li, Tong Xiao and Jingbo Zhu. 2018. Learning Neuron Connections for Language Models. In Proceedings of CWMT-2018 (PDF)

Bei Li, Qiang Wang, Yufan Jiang, Zheyang Zhang, Jiqiang Liu, Li Zhang and Tong Xiao. 2018. On Ensemble Learning of Neural Machine Translation. In Proceedings of CCL-2018 (PDF)

Ye Lin, Yufan Jiang, Hengyu Li and Tong Xiao. 2018. On Storage Compression of Neural Machine Translation. In Proceedings of CCL-2018 (PDF)

Qiang Li, Derek F. Wong, Lidia S. Chao, Muhua Zhu, Tong Xiao, Jingbo Zhu, Min Zhang. 2018. Linguistic Knowledge-Aware Neural Machine Translation. In Proceedings of IEEE-2018

2017

Tong Xiao, Jingbo Zhu, Tongran Liu and Chunliang Zhang. 2017. Fast Parallel Training of Neural Language Models. In Proceedings of IJCAI2017 (PDF)

Baosong Yang, Derek F. Wong, Tong Xiao, Lidia S. Chao, Jingbo Zhu. 2017. Towards Bidirectional Hierarchical Representations for Attention-based Neural Machine Translation. In Proceedings of EMNLP2017 (PDF)

Yinqiao Li, Ambyer Han, Le Bo, Tong Xiao, Jingbo Zhu, Li Zhang. 2017. Analysis of Data Parallel Methods in Training Neural Language Models via Multiple GPUs.In Proceedings of CWMT2017 (PDF)

王 强,杜 权,肖 桐,朱靖波. 基于Transfer和Triangulation融合的中介语统计机器翻译方法[J]. 中文信息学报, 2017, 31(4): 36-43. (PDF)

Li Q, Han Y, Xiao T, et al. Context Sensitive Word Deletion Model for Statistical Machine Translation[J]. 2017. (PDF)

Li F, Xiao T, Zhu J. Learning Better Classification-Based Reordering Model for Phrase-Based Translation[C]// International Conference on Computer Network, Electronic and Automation. IEEE Computer Society, 2017:190-197. (PDF)

2016

Tong Xiao, Jingbo Zhu and Tongran Liu. 2016. Syntactic Skeleton-Based Translation. In Proceedings of AAAI2016 (PDF)

Tong Xiao, Derek F. Wong and Jingbo Zhu. 2016. A Loss-Augmented Approach to Training Syntactic Machine Translation Systems. IEEE Transactions on Audio, Speech and Language Processing, 24(11):2069-2083 (PDF)

Li Q, Zhang D, Li M, et al. Better Addressing Word Deletion for Statistical Machine Translation[M]// Natural Language Understanding and Intelligent Applications. Springer International Publishing, 2016:91-102. (PDF)

2015

Jingbo Zhu, Muhua Zhu, Qiang Wang and Tong Xiao. 2015. NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit. In Proceedings of ACL2015 (PDF)

Jingbo Zhu, Qiang Li and Tong Xiao. 2015. Improving Syntactic Rule Extraction through Deleting Spurious Links with Translation Span Alignment. Natural Language Engineering, 21(2):227-249 (PDF)

Muhua Zhu, Jingbo Zhu and Huizhen Wang. 2015. Improving Shift-Reduce Constituency Parsing with Large-Scale Unlabeled Data. Natural Language Engineering. 21(01):113-138 (PDF)

2014

Tong Xiao, Adrià de Gispert, Jingbo Zhu and Bill Byrne. 2014. Effective Incorporation of Source Syntax into Hierarchical Phrase-based Translation. In Proceedings of Coling2014 (PDF)

Ji Ma, Yue Zhang and Jingbo Zhu. 2014. Tagging The Web: Building A Robust Web Tagger with Neural Network. In Proceedings of ACL2014 (PDF)

Tong Xiao, Jingbo Zhu, Chunliang Zhang. 2014. A Hybrid Approach to Skeleton-based Translation. In Proceedings of ACL2014, short paper (PDF)

Ji Ma, Yue Zhang and Jingbo Zhu. 2014. Punctuation Processing for Projective Dependency Parsing. In Proceedings of ACL2014, short paper (PDF)

2013

Muhua Zhu, Jingbo Zhu and Huizhen Wang. 2013. A Feature-Based Approach to Better Automatic Treebank Conversion. Language Resources and Evaluation, 47(4):1213-1231 (PDF)

Tong Xiao, Jingbo Zhu. 2013. Unsupervised Sub-tree Alignment for Tree-to-tree Translation. Journal of Artificial Intelligence Research (JAIR), 48(2013):733-782 (PDF)

Tong Xiao, Jingbo Zhu and Tongran Liu. 2013. Bagging and Boosting Statistical Machine Translation Systems. Artificial Intelligence, 195(2013):496-527 (PDF)

Muhua Zhu, Yue Zhang, Wenliang Chen, Min Zhang and Jingbo Zhu. 2013. Fast and Accurate Shift-Reduce Constituent Parsing. In Proceedings of ACL2013. (PDF)

Ji Ma, Jingbo Zhu,Tong Xiao and Nan Yang. 2013. Easy-First POS Tagging and Dependency Parsing with Beam Search. In Proceedings of ACL2013, short paper. (PDF)

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 5:1-21 (PDF)

Jingbo Zhu, Chunliang Zhang, Matthew Ma. 2012. Multi-Aspect Rating Inference with Aspect-based Segmentation. IEEE Transactions on Affective Computing (TAC), 3(4):469-481 (PDF)

Jingbo Zhu, Tong Xiao, Chunliang Zhang. 2012. Learning Better Rule Extraction with Translation Span Alignment. In Proceedings of ACL2012, short paper, (PDF)

Tong Xiao, Jingbo Zhu, Hao Zhang and Qiang Li. 2012. NiuTrans: An Open Source Toolkit for Phrase-based and Syntax-based Machine Translation. In Proceedings of ACL2012, demonstration session, (PDF)

Muhua Zhu, Jingbo Zhu, Huizhen Wang. 2012. Exploiting Lexical Dependencies from Large-Scale Data for Better Shift-Reduce Constituency Parsing. In Proceedings of Coling2012, (PDF)

Ji Ma, Tong Xiao, Jingbo Zhu, Feiliang Ren. 2012. Easy-First Chinese POS Tagging and Dependency Parsing. In Proceedings of Coling2012, (PDF)

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 (PDF)

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(PDF)

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

 
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