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Jun ZHAO
2008-Pre.: Professor, Natural
Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy
of Sciences
2002-2008, Associate Professor,
Natural Laboratory of Pattern Recognition, Institute of Automation, Chinese
Academy of Sciences
1998-2002, Visiting Scholar,
Computer Science Department, Hong Kong University of Sciences and
Technology
1994-1998, PhD Student, Department
of Computer Science and Technology, Tsinghua University
Contacts：
Natural Laboratory of Pattern Recognition, Institute of Automation,
Chinese Academy of Sciences, Beijing
Telephone: +010
8254-4689
Electronic Mail: jzhao at nlpr.ia.ac.cn
Research
Interest
Information
retrieval and Web mining
−
Information extraction
−
Web mining
−
Knowledge engineering
Question
answering
−
Question answering over linked data
−
Question answering over texts
−
Community question answering
Natural
language processing
−
Computational semantics
Publications
1)
Kang Liu, Liheng Xu, and Jun Zhao,
Extracting Opinion Targets and Opinion Words from Online Reviews with Graph
Co-ranking, Accepted by: The 52nd Annual Meeting of the Association for
Computational Linguistics (ACL-2014),
Baltimore, USA, June 22-27, 2014 (Full Regular Oral).
2)
Liheng Xu, Siwei Lai, Kang Liu and Jun
Zhao, Product Feature Mining: Semantic Clues versus Syntactic Constituents,
Accepted by: The 52nd Annual Meeting of the Association for Computational
Linguistics (ACL-2014),
Baltimore, USA, June 22-27, 2014 (Full Regular Oral).
3)
Liheng Xu, Kang Liu and Jun Zhao,
Joint Opinion Relation Detection Using One-Class Deep Neural Network, Accepted
by: The 25th International Conference on Computational Linguistics (COLING-2014), Dublin, Ireland,
23-29, August, 2014 (Full Regular Oral)
4)
Daojian Zeng, Kang Liu, Siwei Lai,
Guangyou Zhou and Jun Zhao, Relation Classification via Convolutional Deep
Neural Network, Accepted by: The 25th International Conference on
Computational Linguistics (COLING-2014),
Dublin, Ireland, 23-29, August, 2014 (Full Regular Oral)
5)
Yang Liu, Kang Liu, Liheng Xu, Jun
Zhao, Exploring Fine-grained Entity Type Constraints for Distantly
Supervised Relation Extraction, Accepted by: The 25th International
Conference on Computational Linguistics (COLING-2014), Dublin, Ireland,
23-29, August, 2014 (Full Regular Oral)
6)
Guangyou Zhou, Yubo Chen, Daojian Zeng,
and Jun Zhao, Joint Opinion Relation Detection Using One-Class Deep Neural
Network, Accepted
by: The 25th International Conference on Computational Linguistics (COLING-2014), Dublin, Ireland,
23-29, August, 2014 (Full Regular Oral)
7)
Guangyou Zhou, Jun Zhao, and Daojian
Zeng, Sentiment Classification with Graph Co-Regularization, Accepted
by: The 25th International Conference on Computational Linguistics (COLING-2014), Dublin, Ireland,
23-29, August, 2014 (Full Regular Oral)
8)
Guangyou Zhou, Jun Zhao, Towards
Faster and Better Retrieval Models for Question Search, In: 22th ACM
Conference on Information and Knowledge Management (CIKM-2013),
San Francisco, USA, October 27-November 1, 2013. (Full Regular Oral)
9)
Kang Liu, Liheng Xu, and Jun Zhao,
Syntactic Patterns versus Word Alignment: Extracting Opinion Targets from Online
Reviews, Accepted by: The 51st Annual Meeting of the Association for
Computational Linguistics (ACL-2013),
Sofia, Bulgaria, August 4-9, 2013 (Full Regular)
10)
Guangyou Zhou, Fang Liu, Shizhu He,
and Jun Zhao, Statistical Machine Translation Improves Question Retrieval
in Community Question Answering via Matrix Factorization, Accepted by: The
51st Annual Meeting of the Association for Computational Linguistics (ACL-2013), Sofia, Bulgaria,
August 4-9, 2013 (Full Regular)
11)
Liheng Xu, Kang Liu and Jun Zhao,
Mining Opinion Words and Opinion Targets in a Two-Stage Framework, Accepted
by: The 51st Annual Meeting of the Association for Computational
Linguistics (ACL-2013), Sofia, Bulgaria,
August 4-9, 2013 (Full Regular)
12)
Kang Liu, Liheng Xu, Jun Zhao,
Opinion Target Extraction Using Partial-Supervised Word Alignment Model,
Accepted by: 23rd International Joint Conference on Artificial Intelligence
(IJCAI-2013), Beijing, China,
August 3-9, 2013 (Full Regular Oral)
13)
Tao Zhang, Kang Liu and Jun Zhao,
Cross Lingual Entity Linking with Bilingual Topic Model, Accepted by: 23rd
International Joint Conference on Artificial Intelligence (IJCAI-2013), Beijing, China,
August 3-9, 2013 (Full Regular Poster)
14)
Guangyou Zhou, Yang Liu, Daojian
Zeng, and Jun Zhao, Improving Question Retrieval in Community Question
Answering Using World Knowledge, Accepted by: 23rd International Joint
Conference on Artificial Intelligence (IJCAI-2013),
Beijing, China, August 3-9, 2013 (Full Regular Poster)
15)
Liheng Xu, Kang Liu, Siwei Lai, Yubo
Chen and Jun Zhao, Walk and Learn: A Two-Stage Approach for Opinion Words
and Opinion Targets Co-Extraction, Accepted by: The 22nd
International World Wide Web Conference (WWW-2013),
Rio de Janeiro, Brazil, 13th-17th May, 2013 (Poster)
16)
Kang Liu, Liheng Xu, Jun Zhao,
Opinion Target Extraction Using Word-Based Translation Model, In:
Proceedings of The Conference on Empirical Methods in Natural Language
Processing and Computational Natural Language Learning (EMNLP-CoNLL 2012),
Jeju, Korea, 2012（Full Regular Oral）
17)
Siwei Lai, Yang Liu, Huxiang Gu,
Liheng Xu, Kang Liu, Shiming Xiang, Jun Zhao, Rui Diao, Liang Xiang, Hang
Li, Dong Wang. Hybrid
Recommendation Models for Binary User Preference Prediction Problem,
Journal of Machine Learning Research (JMLR): Workshop and Conference Proceedings
18: 137-151, 2012, Proceedings of KDD-Cup Competition. （SCI）
18)
LI CAI, Guangyou ZHOU,
Kang LIU, Jun ZHAO, Learning
to Classify Questions in cQA by Leveraging Wikipedia Semantic Knowledge, In:
Proceedings of The 20th ACM Conference on Information and
Knowledge Management (CIKM 2011), Glasgow, Scotland, UK, October
24th-28th, 2011 (Full Regular Oral)
19)
ZHOU Guangyou, CAI Li, ZHAO Jun and
LIU Kang, Phrase-based
Translation Model for Question Retrieval in Community Question Answer
Archives, In: The 49th Annual Meeting of the Association for
Computational Linguistics: Human Language Technologies (ACL-HLT 2011),
Portland, Oregon, USA, June 19-24, 2011. （Full
Regular Oral）
20)
ZHOU Guangyou, ZHAO Jun, LIU Kang, Exploring Web-Derived
Selectional Preferance to Improve Statistical Dependency Parsing, In:
The 49th Annual Meeting of the Association for Computational Linguistics:
Human Language Technologies (ACL-HLT 2011), Portland, Oregon, USA, June
19-24, 2011. （Full
Regular Poster）
21)
Xianpei HAN, Le SUN, Jun ZHAO, Collective Entity
Linking in Web Text: A Graph-Based Method, In: The Proceedings of The
34th Annual ACM SIGIR Conference) (SIGIR-2011), Beijing, China, July 24-28,
2011. （Full Regular
Oral）
22)
LI CAI, Guangyou ZHOU,
Kang LIU, Jun ZHAO, Learning
the Latent Topics for Question Retrieval in Community QA, In: The Proceedings
of the 5th International Joint Conference on Natural Language Processing (IJCNLP-2011), Chiang Mai, Thailand, November 8-13, 2011 （Full Regular Oral）
23)
Guangyou ZHOU, LI CAI,
Kang LIU, Jun ZHAO, Improving
Dependency Parsing with Fined-Grained Features, In: The Proceedings of
the 5th International Joint Conference on Natural Language Processing (IJCNLP-2011), Chiang Mai, Thailand, November 8-13, 2011 （Full Regular Poster）
24)
HAN Xianpei, ZHAO Jun, Structural Semantic
Relatedness: A Knowledge-Based Method to Named Entity Disambiguation,
In: Proceedings of the 48th Annual Meeting of the Association for
Computational Linguistics (ACL-2010), Uppsala, Sweden, July 11–16,
2010. （Full
Regular Oral）
25)
HAN Xianpei, ZHAO Jun, Topic-Driven Web Search
Result Organization by Leveraging Wikipedia Semantic Knowledge，In: Proceedings of The 19th ACM
Conference on Information and Knowledge Management (CIKM 2010), Toronto, Canada,
October 26-30, 2010 (Poster)
26)
YANG Fan, ZHAO Jun, LIU Kang, A
Chinese-English Organization Name Translation System Using Heuristic Web
Mining and Asymmetric Alignment, In: Proceedings of Joint Conference of
the 47th Annual Meeting of the Association for Computational Linguistics
and the 4th International Joint Conference on Natural Language Processing
of the Asian Federation of Natural Language Processing (ACL-IJCNLP
2009), Singapore, August 2 - 7, 2009 （Full Regular Oral）
27)
Xianpei HAN, Jun ZHAO. Named Entity
Disambiguation by Leveraging Wikipedia Semantic Knowledge. In:
Proceedings of The 18th ACM Conference on Information and Knowledge
Management (CIKM
2009), Hong Kong, November 2-6, 2009 （Full
Regular Oral, Acceptance rate=14.5%）
28)
Kang LIU, Jun ZHAO. Cross-Domain
Sentiment Classification using a Two-Stage Method. In: Proceedings of
The 18th ACM Conference on Information and Knowledge Management (CIKM 2009),
Hong Kong, November 2-6, 2009 （Poster，EIC
value=0.9）
29)
YANG Fan, ZHAO Jun, ZOU Bo, LIU
Kang, Chinese-English
Backward Transliteration Assisted with Mining Monolingual Web Pages,
In: Proceedings of the 46th Annual Meeting of the Association for
Computational Linguistics: Human Language Technologies (ACL-2008),
Columbus, OH, June 15-20, 2008 （Full Regular Poster）
30)
Duan Xiangyu, Zhao Jun, Word Sense Disambiguation through
Sememe Labeling, In: Proceedings of Twentieth International Joint
Conference on Artificial Intelligence (IJCAI-2007), Hyderabad, India, 2007:
1594-1599（Full Regular Poster）
31)
ZHAO Jun, LIU Kang, WANG Gen, Adding Redundant Features
for CRFs-based Sentence Sentiment Classification, In: Proceedings of
The Conference on Empirical Methods in Natural Language Processing (EMNLP-2008),
Waikiki, Honolulu, Hawaii, 2008 （Full Regular Oral）
32)
Xiangyu Duan, Jun Zhao, Probabilistic
Parsing Action Models for Multi-Lingual Dependency Parsing, In:
Proceedings of the 2007 Joint Conference on Empirical Methods in Natural
Language Processing and Computational Natural Language Learning (EMNLP-CoNLL-2007),
Prague, Czech Republic, 940-946, 2007 （Full Regular Oral）
33)
Youzheng Wu, Jun Zhao, Xu Bo，Chinese Named Entity
Recognition Model Based on Multiple Features. In: Proceedings of the
Joint Conference of Human Language Technology and Empirical Methods in
Natural Language Processing (HLT/EMNLP 2005), Vancouver, 2005:427~434
34) Xiangyu
Duan, Jun Zhao, Probabilistic
Models for Action-based Chinese Dependency Parsing, In: Proceedings of
the 18th European Conference on Machine Learning and the 11th European
Conference on Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD-2007),
Warsaw, Poland, September 17-21, 2007 （Full Regular Oral, Acceptance
Rate: 19.93%）
35) Xiangyu
Duan, Jun Zhao, Ungreedy Methods
for Chinese Deterministic Dependency Parsing. In: Proceedings of
Twenty-second Conference of Association for Artificial Intelligence Student
Session (AAAI-2007).
Vancouver, Canada, July 22-23, 2007 （Short Paper）
36)
ZHAO Jun, LIU Feifan, Product
Named Entity Recognition in Chinese Texts, International Journal of
Language Resource and Evaluation (LRE), Vol.42 No.2 132-152, 2008 (SCI).
37)
ZHAO Jun, LIU Feifan, Linguistic Theory Based
Contextual Evidence Mining for Statistical Chinese Co-reference Resolution,
In: Journal of Computer Science and Technology (JCST), Vol.22 No.4:608-617,
2007 (SCI)
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