Jingbo Zhu

Jingbo Zhu, Huizhen Wang, Xiaoxu Fei, 2010, Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering(NLPKE-2010).

A Knowledge-based Approach to Text Classification

Tianshun Yao, Jingbo Zhu, 2002, SIGHAN@COLING.

Towards Automated Semantic Analysis on Biomedical Research Articles

Jingbo Zhu, Eduard H. Hovy, Gully A. P. C. Burns, 2008, IJCNLP.

An Empirical Study of Translation Rule Extraction with Multiple Parsers

Jingbo Zhu, Tong Xiao, Muhua Zhu, 2010, COLING.

Content Classification and Recommendation Techniques for Viewing Electronic Programming Guide on a Portable Device

Jingbo Zhu, Zhenxing Wang, Jinhong Katherine Guo, 2008, Personalization Techniques and Recommender Systems.

Shared-Private Bilingual Word Embeddings for Neural Machine Translation pdf

Jingbo Zhu, Yang Liu, Tong Xiao, 2019, ACL.

Aspect-Based Opinion Polling from Customer Reviews

Jingbo Zhu, Huizhen Wang, Benjamin Ka-Yin T'sou, 2011, IEEE Transactions on Affective Computing.

Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition

Jingbo Zhu, Tong Xiao, Chunliang Zhang, 2019, EMNLP.

Improving Text Categorization Using Domain Knowledge

Jingbo Zhu, Wenliang Chen, 2005, NLDB.

Personal recommendation using deep recurrent neural networks in NetEase

Gang Chen, Jingbo Zhu, Chengchao Yu, 2016, 2016 IEEE 32nd International Conference on Data Engineering (ICDE).

The NiuTrans Machine Translation Systems for WMT19

Jingbo Zhu, Qiang Wang, Yuhao Zhang, 2019, WMT.

Punctuation Processing for Projective Dependency Parsing

Yue Zhang, Ji Ma, Jingbo Zhu, 2014, ACL.

Better Addressing Word Deletion for Statistical Machine Translation

Jingbo Zhu, Tong Xiao, Qiang Li, 2016, NLPCC/ICCPOL.

Effective Incorporation of Source Syntax into Hierarchical Phrase-based Translation

Jingbo Zhu, Adrià de Gispert, Bill Byrne, 2014, COLING.

Fast Parallel Training of Neural Language Models

Jingbo Zhu, Tong Xiao, Chunliang Zhang, 2017, IJCAI.

The Construction of a Chinese-English Patent Parallel Corpus

Oi Yee Kwong, Jingbo Zhu, Tao Jiang, 2009, MTSUMMIT.

Content Classification and Recommendation Techniques for Viewing Electronic Programming Guide on a Portable Device

Jingbo Zhu, Zhenxing Wang, Jinhong Katherine Guo, 2007, Int. J. Pattern Recognit. Artif. Intell..

Mining Large-scale Parallel Corpora from Multilingual Patents: An English-Chinese example and its application to SMT

Oi Yee Kwong, Jingbo Zhu, Benjamin Ka-Yin T'sou, 2010, CIPS-SIGHAN.

Confidence-based stopping criteria for active learning for data annotation

Jingbo Zhu, Huizhen Wang, Eduard H. Hovy, 2010, TSLP.

Language Modeling for Syntax-Based Machine Translation Using Tree Substitution Grammars: A Case Study on Chinese-English Translation

Jingbo Zhu, Tong Xiao, Muhua Zhu, 2011, TALIP.

An Effective Hybrid Machine Learning Approach for Coreference Resolution

Feiliang Ren, Jingbo Zhu, 2008, IJCNLP.

Chinese-English Organization Name Translation Based on Correlative Expansion

Feiliang Ren, Jingbo Zhu, Huizhen Wang, 2009, NEWS@IJCNLP.

Learning Architectures from an Extended Search Space for Language Modeling

Jingbo Zhu, Changliang Li, Yinqiao Li, 2020, ACL.

Web-based technical term translation pairs mining for patent document translation

Feiliang Ren, Jingbo Zhu, Huizhen Wang, 2010, Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering(NLPKE-2010).

Improving shift-reduce constituency parsing with large-scale unlabeled data

Jingbo Zhu, Huizhen Wang, Muhua Zhu, 2015, Nat. Lang. Eng..

Learning Deep Transformer Models for Machine Translation pdf

Jingbo Zhu, Qiang Wang, Tong Xiao, 2019, ACL.

Northeastern University

Feiliang Ren, Jingbo Zhu, Huizhen Wang, 2011, IEEE Pulse.

Discrimination-Based Feature Selection for Multinomial Naïve Bayes Text Classification

Jingbo Zhu, Huizhen Wang, Xijuan Zhang, 2006, ICCPOL.

Active Learning for Word Sense Disambiguation with Methods for Addressing the Class Imbalance Problem

Jingbo Zhu, Eduard H. Hovy, E. Hovy, 2007, EMNLP.

A reranking method for syntactic parsing with heterogeneous treebanks

Jingbo Zhu, Haibo Ding, Muhua Zhu, 2010, Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering(NLPKE-2010).

Multi-layer Representation Fusion for Neural Machine Translation pdf

Jingbo Zhu, Qiang Wang, Tong Xiao, 2018, COLING.

An Efficient Transformer Decoder with Compressed Sub-layers pdf

Jingbo Zhu, Tong Xiao, Ye Lin, 2021, ArXiv.

NEUTrans: a Phrase-Based SMT System for CWMT2009

Feiliang Ren, Jingbo Zhu, Huizhen Wang, 2009 .

Boosting-Based System Combination for Machine Translation

Jingbo Zhu, Huizhen Wang, Tong Xiao, 2010, ACL.

A Multi-stage Clustering Framework for Chinese Personal Name Disambiguation

Ji Ma, Jingbo Zhu, Huizhen Wang, 2010, CIPS-SIGHAN.

An Effective Approach for Coreference Resolution

Feiliang Ren, Jingbo Zhu, Huizhen Wang, 2008, Int. J. Comput. Process. Orient. Lang..

Applying Conditional Random Fields to Chinese Shallow Parsing

Tianshun Yao, Jingbo Zhu, Yongmei Tan, 2005, CICLing.

Sharing Attention Weights for Fast Transformer

Jingbo Zhu, Tong Xiao, Yinqiao Li, 2019, IJCAI.

A Dynamic Programming Model for Text Segmentation Based on Min-Max Similarity

Bin Zhang, Jingbo Zhu, Huizhen Wang, 2008, AIRS.

Automatic Word Clustering for Text Categorization Using Global Information

Tianshun Yao, Jingbo Zhu, Huizhen Wang, 2004, AIRS.

Designing Special Post-Processing Rules for SVM-Based Chinese Word Segmentation

Jingbo Zhu, Huizhen Wang, Muhua Zhu, 2006, SIGHAN@COLING/ACL.

Divergence-based feature selection for naïve Bayes text classification

Jingbo Zhu, Huizhen Wang, Keh-Yih Su, 2008, 2008 International Conference on Natural Language Processing and Knowledge Engineering.

The impact of parsing accuracy on syntax-based SMT

Jingbo Zhu, Huizhen Wang, Tong Xiao, 2010, Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering(NLPKE-2010).

Fast and Accurate Shift-Reduce Constituent Parsing

Yue Zhang, Jingbo Zhu, Muhua Zhu, 2013, ACL.

An evaluation of statistical spam filtering techniques

Tianshun Yao, Jingbo Zhu, Le Zhang, 2004, TALIP.

Web Information Extraction Based on Similar Patterns

Tianshun Yao, Jingbo Zhu, Wenliang Chen, 2004, WAIM.

Some Studies on Chinese Domain Knowledge Dictionary and Its Application to Text Classification

Jingbo Zhu, Wenliang Chen, 2005, SIGHAN@IJCNLP 2005.

A novel Chinese-English on translation method using mix-language web pages

Feiliang Ren, Jingbo Zhu, Huizhen Wang, 2010, Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering(NLPKE-2010).

Mining parallel knowledge from comparable patents

Oi Yee Kwong, Jingbo Zhu, Tao Jiang, 2011 .

Multi-Criteria-Based Strategy to Stop Active Learning for Data Annotation

Jingbo Zhu, Huizhen Wang, Eduard H. Hovy, 2008, COLING.

A Density-Based Re-ranking Technique for Active Learning for Data Annotations

Jingbo Zhu, Huizhen Wang, Benjamin Ka-Yin T'sou, 2009, ICCPOL.

Unsupervised Sub-tree Alignment for Tree-to-Tree Translation

Jingbo Zhu, Tong Xiao, Jingbo Zhu, 2013, J. Artif. Intell. Res..

Syntactic SMT Using a Discriminative Text Generation Model

Yue Zhang, Kai Song, Jingbo Zhu, 2014, EMNLP.

Time adaptive boosting model for topic tracking

Na Ye, Jingbo Zhu, Huizhen Wang, 2005, 2005 International Conference on Natural Language Processing and Knowledge Engineering.

A feature-based approach to better automatic treebank conversion

Jingbo Zhu, Huizhen Wang, Muhua Zhu, 2013, Lang. Resour. Evaluation.

Heterogeneous Parsing via Collaborative Decoding

Jingbo Zhu, Tong Xiao, Muhua Zhu, 2010, COLING.

The NiuTrans System for the WMT20 Quality Estimation Shared Task

Jingbo Zhu, Chenglong Wang, Xia Meng, 2020, WMT@EMNLP.

NEU Systems in SIGHAN Bakeoff 2012

Ao Zhang, Ji Ma, Jingbo Zhu, 2012, CIPS-SIGHAN.

The NiuTrans Machine Translation Systems for WMT20

Jingbo Zhu, Bei Li, Ziyang Wang, 2021, WMT.

NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit

Jingbo Zhu, Qiang Wang, Tong Xiao, 2015, ACL.

A Study on in-Vocabulary Word Segmentation

Jingbo Zhu, Changning Huang, Zhenxing Wang, 2008, Int. J. Comput. Process. Orient. Lang..

Active Learning with Sampling by Uncertainty and Density for Word Sense Disambiguation and Text Classification

Tianshun Yao, Jingbo Zhu, Huizhen Wang, 2008, COLING.

A Recommender Framework for Electronic Programming Guide on a Mobile Device

Jingbo Zhu, Jinhong Katherine Guo, Matthew Y. Ma, 2007, 2007 IEEE International Conference on Multimedia and Expo.

Analysis of Back-Translation Methods for Low-Resource Neural Machine Translation

Jingbo Zhu, Tong Xiao, Yinqiao Li, 2019, NLPCC.

Multi-aspect opinion polling from textual reviews

Jingbo Zhu, Huizhen Wang, Benjamin Ka-Yin T'sou, 2009, CIKM.

Tagging The Web: Building A Robust Web Tagger with Neural Network

Yue Zhang, Ji Ma, Jingbo Zhu, 2014, ACL.

Label correspondence learning for part-of-speech annotation transformation

Jingbo Zhu, Huizhen Wang, Muhua Zhu, 2009, CIKM.

NEUNLPLab Chinese Word Sense Induction System for SIGHAN Bakeoff 2010

Jingbo Zhu, Tong Xiao, Hao Zhang, 2010, CIPS-SIGHAN.

Negation disambiguation using the maximum entropy model

Jingbo Zhu, Chunliang Zhang, Xiaoxu Fei, 2010, Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering(NLPKE-2010).

Web Assistance Based Chinese-English Organization Name Translation

Feiliang Ren, Jingbo Zhu, Huizhen Wang, 2010 .

Chinese Syntactic Parsing Evaluation

Qiang Zhou, Jingbo Zhu, 2010, CIPS-SIGHAN.

Translate Chinese organization names using examples and web

Feiliang Ren, Jingbo Zhu, Huizhen Wang, 2009, 2009 International Conference on Natural Language Processing and Knowledge Engineering.

Easy-First Chinese POS Tagging and Dependency Parsing

Feiliang Ren, Jingbo Zhu, Tong Xiao, 2012, COLING.

Electronic Programming Guide Recommender for Viewing on a Portable Device

Jingbo Zhu, Guiran Chang, Matthew Y. Ma, 2018 .

Automatic Learning Features Using Bootstrapping for Text Categorization

Tianshun Yao, Jingbo Zhu, Honglin Wu, 2004, CICLing.

Towards Building a Strong Transformer Neural Machine Translation System

Jingbo Zhu, Qiang Wang, Jiqiang Liu, 2018, Communications in Computer and Information Science.

A Hybrid Approach to Skeleton-based Translation

Jingbo Zhu, Tong Xiao, Chunliang Zhang, 2014, ACL.

NiuTrans Submission for CCMT19 Quality Estimation Task

Jingbo Zhu, Zeyang Wang, Tong Xiao, 2019, CCMT.

Towards Bidirectional Hierarchical Representations for Attention-based Neural Machine Translation

Jingbo Zhu, Tong Xiao, Lidia S. Chao, 2017, EMNLP.

Better Synchronous Binarization for Machine Translation

Jingbo Zhu, Tong Xiao, Ming Zhou, 2009, EMNLP.

Better Automatic Treebank Conversion Using A Feature-Based Approach

Jingbo Zhu, Muhua Zhu, Minghan Hu, 2011, ACL.

Easy-First POS Tagging and Dependency Parsing with Beam Search

Jingbo Zhu, Tong Xiao, Nan Yang, 2013, ACL.

Source Segment Encoding for Neural Machine Translation

Jingbo Zhu, Qiang Wang, Tong Xiao, 2018, NLPCC.

NiuTrans: An Open Source Toolkit for Phrase-based and Syntax-based Machine Translation

Jingbo Zhu, Tong Xiao, Qiang Li, 2012, ACL.

Weight Distillation: Transferring the Knowledge in Neural Network Parameters pdf

Jingbo Zhu, Ziyang Wang, Tong Xiao, 2020, ArXiv.

Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation

Jingbo Zhu, Changliang Li, Hui Liu, 2020, ACL.

Syntactic Skeleton-Based Translation

Jingbo Zhu, Tong Xiao, Chunliang Zhang, 2016, AAAI.

Exploiting Lexical Dependencies from Large-Scale Data for Better Shift-Reduce Constituency Parsing

Jingbo Zhu, Huizhen Wang, Muhua Zhu, 2012, COLING.

Detecting Free Translation in Parallel Corpora from Attention Scores

Oi Yee Kwong, Jingbo Zhu, Qi Chen, 2018, PACLIC.

Which Performs Better on In-Vocabulary Word Segmentation: Based on Word or Character?

Jingbo Zhu, Changning Huang, Zhenxing Wang, 2008, IJCNLP.

Improving syntactic rule extraction through deleting spurious links with translation span alignment

Jingbo Zhu, Tong Xiao, Qiang Li, 2015, Nat. Lang. Eng..

Improving Domain Dictionary-based Text Categorization Using Self-partition Model

Tianshun Yao, Jingbo Zhu, Li Zhang, 2005, Int. J. Comput. Process. Orient. Lang..

A Loss-Augmented Approach to Training Syntactic Machine Translation Systems

Jingbo Zhu, Tong Xiao, Derek F. Wong, 2016, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Learning a Stopping Criterion for Active Learning for Word Sense Disambiguation and Text Classification

Jingbo Zhu, Huizhen Wang, Eduard H. Hovy, 2008, IJCNLP.

Automatic Treebank Conversion via Informed Decoding - A Case Study on Chinese Treebanks

Jingbo Zhu, Tong Xiao, Muhua Zhu, 2011, TALIP.

Active Learning With Sampling by Uncertainty and Density for Data Annotations

Jingbo Zhu, Huizhen Wang, Benjamin Ka-Yin T'sou, 2010, IEEE Transactions on Audio, Speech, and Language Processing.

The NiuTrans System for WNGT 2020 Efficiency Task

Jingbo Zhu, Yinqiao Li, Tong Xiao, 2020, NGT@ACL.

A Recommender Handoff Framework for a Mobile Device

Jingbo Zhu, Guiran Chang, Chuan Zhu, 2008, WMMP.

Uncertainty-based active learning with instability estimation for text classification

Jingbo Zhu, Matthew Y. Ma, Jingbo Zhu, 2012, TSLP.

Chinese Chunk Identification Using SVMs Plus Sigmoid

Tianshun Yao, Jingbo Zhu, Yongmei Tan, 2004, IJCNLP.

Learning Light-Weight Translation Models from Deep Transformer pdf

Jingbo Zhu, Hui Liu, Bei Li, 2020, AAAI.

Using Seed Words to Learn to Categorize Chinese Text

Tianshun Yao, Jingbo Zhu, Wenliang Chen, 2004, EsTAL.

Automatic Treebank Conversion via Informed Decoding

Jingbo Zhu, Muhua Zhu, 2010, COLING.

High OOV-Recall Chinese Word Segmenter

Jingbo Zhu, Muhua Zhu, Xiaoming Xu, 2010, CIPS-SIGHAN.

Layer-Wise Multi-View Learning for Neural Machine Translation

Jingbo Zhu, Qiang Wang, Changliang Li, 2020, COLING.

Chinese Poetry Generation with Metrical Constraints

Jingbo Zhu, Tong Xiao, Changliang Li, 2021, NLPCC.

The NiuTrans System for the WMT 2021 Efficiency Task

Jingbo Zhu, Tong Xiao, Yongyu Mu, 2021, WMT.

The NiuTrans System for the WMT 2021 Efficiency Task pdf

Jingbo Zhu, Tong Xiao, Yongyu Mu, 2021, WMT.

An Efficient Transformer Decoder with Compressed Sub-layers

Jingbo Zhu, Tong Xiao, Yanyang Li, 2021, AAAI.

The NiuTrans End-to-End Speech Translation System for IWSLT 2021 Offline Task

Jingbo Zhu, Tong Xiao, Chen Xu, 2021, IWSLT.

ODE Transformer: An Ordinary Differential Equation-Inspired Model for Neural Machine Translation pdf

Jingbo Zhu, Tong Xiao, Tao Zhou, 2021, ArXiv.

The NiuTrans Machine Translation Systems for WMT21

Jingbo Zhu, Tong Xiao, Yongyu Mu, 2021, WMT.

Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders

Jingbo Zhu, Tong Xiao, Bojie Hu, 2021, ACL/IJCNLP.

Entity-Aware Relation Representation Learning for Open Relation Extraction

Jingbo Zhu, Huizhen Wang, Yan Zhang, 2021, NLPCC.

Topology-Sensitive Neural Architecture Search for Language Modeling

Jingbo Zhu, Tong Xiao, Nuo Xu, 2021, IEEE Access.

Non-autoregressive neural machine translation with auxiliary representation fusion

Jingbo Zhu, Kai Feng, Tong Xiao, 2021, J. Intell. Fuzzy Syst..

Bag of Tricks for Optimizing Transformer Efficiency

Jingbo Zhu, Tong Xiao, Yanyang Li, 2021, EMNLP.

RankNAS: Efficient Neural Architecture Search by Pairwise Ranking

Jingbo Zhu, Tong Xiao, Changliang Li, 2021, EMNLP.

Weight Distillation: Transferring the Knowledge in Neural Network Parameters

Jingbo Zhu, Ziyang Wang, Tong Xiao, 2021, ACL/IJCNLP.

Document-level Consistency Verification in Machine Translation

Jingbo Zhu, Tong Xiao, Jingbo Zhu, 2011, MTSUMMIT.

The NiuTrans Machine Translation System for CWMT2011

Feiliang Ren, Jingbo Zhu, Huizhen Wang, 2011 .

Learning Architectures from an Extended Search Space for Language Modeling pdf

Jingbo Zhu, Changliang Li, Tong Xiao, 2020, ACL.