General

Jun Zhao  Professor
 Email:jzhao@nlpr.ia.ac.cn  
 Phone:82614505 
 Office: Room 703, Intelligence Building, Institute of Automation, Chinese Academy of Sciences, Zhongguancun East Road 95#, Beijing, China, 100190

Research Areas

Natural language processing

Computational Semantics;Deep Learning for NLP

Information Extraction and Knowledge Graph

Entity Recognition; Entity Disambiguation; Relation Extraction; Event Extraction; 

Knowledge Graph Embedding; Link Prediction on Knowledge Graph

Question Answering

Question Answering over Linked Data; Question Answering over Texts; Machine Comprehension; Community Question Answering






Experience

   
Work Experience

Professor, Research Group of Speech and Language Technology, National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences

ACM Transactions on Asian Language Information Processing (TALIP), Associate Editor.

IEEE Transactions on Knowledge and Data Engineering (TKDE)

Journal of Chinese Information Processing, editor (2006-)

IEEE Transactions on Audio, Speech and Language Processing

Journal of Artificial Intelligence

Teaching Experience
   

Honors & Distinctions

   

Publications


Papers

(1) Conditional Generative Adversarial Networks for ommonsense Machine Comprehension, IJCAI-2017, 2017

(2) Generating Natural Answer by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning, ACL-2017, 2017

(3) Handling Cold-Start Problem in Review Spam Detection by Jointly Embedding Texts and Behaviors, ACL-2017, 2017

(4) Automatically Labeled Data Generation for Large Scale Event Extraction, ACL-2017, 2017

(5) Exploiting Argument Information to Improve Event Detection via Supervised Attention Mechanisms, ACL-2017, 2017

(6) An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge, ACL-2017, 2017

(7) Distant Supervision for Relation Extraction with Sentence-level Attention and Entity Descriptions, AAAI-2017, 2017

(8) Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks?, EACL-2017, 2017

(9) Leveraging FrameNet to Improve Automatic Event Detection, ACL-2016, 2016

(10) Inner Attention based Recurrent Neural Network for Answer Selection, ACL-2016, 2016

(11) Employing External Rich Knowledge for Machine Comprehension, IJCAI-2016, 2016

(12) Knowledge Graph Completion with Adaptive Sparse Transfer Matrix, AAAI-2016, 2016

(13) A Probabilistic Soft Logic Based Approach to Exploiting Latent and Global Information in Event Classification, AAAI-2016, 2016

(14) A Joint Model for Question Answering over Multiple Knowledge Bases, AAAI-2016, 2016

(15) Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks, ACL 2015, 2015

(16) Knowledge Graph Embedding via Dynamic Mapping Matrix, ACL 2015, 2015

(17)  Recurrent Convolutional Neural Networks for Text Classification, AAAI 2015, 2015

(18) Extracting Opinion Targets and Opinion Words from Online Reviews with Graph Co-ranking, ACL-2014, 2014

(19) Product Feature Mining: Semantic Clues versus Syntactic Constituents , ACL-2014, 2014

(20) Joint Opinion Relation Detection Using One-Class Deep Neural Network, COLING-2014, 2014

(21) Relation Classification via Convolutional Deep Neural Network, COLING-2014, 2014

(22) Exploring Fine-grained Entity Type Constraints for Distantly Supervised Relation Extraction, COLING-2014, 2014

(23) Joint Opinion Relation Detection Using One-Class Deep Neural Network, COLING-2014, 2014

(24) Sentiment Classification with Graph Co-Regularization, COLING-2014, 2014

(25) Syntactic Patterns versus Word Alignment: Extracting Opinion Targets from Online Reviews, ACL-2013, 2013

(26) Statistical Machine Translation Improves Question Retrieval in Community Question Answering via Matrix Factorization, ACL-2013, 2013

(27) Mining Opinion Words and Opinion Targets in a Two-Stage Framework, ACL-2013, 2013

(28) Opinion Target Extraction Using Partial-Supervised Word Alignment Model, IJCAI-2013, 2013

(29) Cross Lingual Entity Linking with Bilingual Topic Model, IJCAI-2013, 2013

(30)  Improving Question Retrieval in Community Question Answering Using World Knowledge, IJCAI-2013, 2013

(31) Walk and Learn: A Two-Stage Approach for Opinion Words and Opinion Targets Co-Extraction, WWW-2013, 2013

(32) Opinion Target Extraction Using Word-Based Translation Model, EMNLP-2012, 2012

(33) Hybrid Recommendation Models for Binary User Preference Prediction Problem, Journal of Machine Learning Research, 2012

(34) Exploring Web-Derived Selectional Preferance to Improve Statistical Dependency Parsing, ACL-2011, 2011

(35) Collective Entity Linking in Web Text: A Graph-Based Method, SIGIR-2011, 2011

(36) Phrase-based Translation Model for Question Retrieval in Community Question Answer Archives, ACL-2011, 2011

(37) Structural Semantic Relatedness: A Knowledge-Based Method to Named Entity Disambiguation, ACL-2010, 2010

(38) Topic-Driven Web Search Result Organization by Leveraging Wikipedia Semantic Knowledge, CIKM-2010, 2010

(39) Named Entity Disambiguation by Leveraging Wikipedia Semantic Knowledge, CIKM-2009, 2009

(40) Cross-Domain Sentiment Classification using a Two-Stage Method., CIKM-2009, 2009

(41) Chinese-English Organization Name Translation System Using Heuristic Web Mining and Asymme, ACL2009, 2009

(42) Product Named Entity Recognition in Chinese Texts, Journal of Language Resource and Evaluation (LRE), 2008

(43)  Chinese-English Backward Transliteration Assisted with Mining Monolingual Web Pages, ACL-2008, 2008

(44) Adding Redundant Features for CRFs-based Sentence Sentiment Classification, EMNLP-2008, 2008

(45) Ungreedy Methods for Chinese Deterministic Dependency Parsing, AAAI-2007, 2007

(46) Probabilistic Parsing Action Models for Multi-Lingual Dependency Parsing, EMNLP-CoNLL-2007, 2007

(47) Probabilistic Models for Action-based Chinese Dependency Parsing, ECML/PKDD-2007, 2007

(48) Word Sense Disambiguation through Sememe Labeling, IJCAI-2007, 2007

(49) Chinese Named Entity Recognition Model Based on Multiple Features, HLT/EMNLP 2005, 2005


Patents
( 1 ) Mining of User Generated Content and Its Applications, Mining of User Generated Content and Its Applications, CRC Press, 2014-01, 第 5 作者


Research Interests

   

Conferences

   

Collaboration

   

Education

清华大学 -- 博士

Students

已指导学生

吴友政  01  19256  

刘非凡  01  19256  

段湘煜  01  19256  

王根  02  19262  

吕碧波  02  19256  

蔡勋梁  02  19262  

陆敏  02  19256  

邹波  02  19256  

刘康  01  19256  

杨帆  02  19256  

韩先培  01  19256  

蔡黎  01  19262  

齐振宇  01  19256  

张涛  01  19256  

刘芳  01  19256  

周光有  01  19262  

刘洋  01  19262  

徐立恒  01  19262  

曾道建  01  19256  

许家铭  01  19256  

何世柱  01  19256  

来斯惟  01  19256  

李柄辰  02  63236  

张元哲  01  19256  

现指导学生

陈玉博  01  19256  

纪国良  01  19256  

王雪鹏  01  19256  

郝彦超  01  19256  

魏琢钰  01  19262  

刘树林  01  19256  

刘操  02  19256  

王炳宁  01  19262  

白桂荣  02  63236  

左新宇   01  19262  

曾祥荣  01  19256  

刘健  01  19256