Jian SU (苏俭)

Department Head, Natural Language Processing
Co-Director, Baidu I2R Research Centre (BIRC)

Publications

My Google citations

Leading Journals:

  1. Bin Chen, Jian Su, Chew Lim Tan, Random Walks down the Mention Graphs for Event Coreference Resolution, ACM Transactions on Intelligent Systems and Technology (TIST), Vol. 4, No. 4, Article 74, September 2013;

  2. Sinno Jialin Pan, Zhiqiang Toh, Jian Su, Transfer Joint Embedding for Cross- Domain Named Entity Recognition, ACM Transactions on Information Systems (TOIS), Vol. 31, No. 2, Article 7, May 2013;

  3. Man Lan, Jian Su, Empirical investigations into full-text protein interaction article categorization task (ACT) in the BioCreative II.5 Challenge, IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), P421-427, VOL. 7, NO. 3, July, 2010;

  4. Man Lan, Chew Lim Tan, Jian Su, Feature generation and representations for protein-protein interaction classification, Journal of Biomedical Informatics, Volume 42, Issue 5 (Oct 2009), P866-872, ISSN: 1532-0464;

  5. Man Lan, Chew Lim Tan, Jian Su, Yue Lu, Supervised and Traditional Term Weighting Methods for Automatic Text Categorization, IEEE Transactions on Pattern Analysis and Machine Intelligence,VOL. 31, NO. 4, April. 2009;

  6. Yang Xiao Feng, Su Jian, Tan Chew Lim, A Twin-Candidate Model for Learning Based Coreference Resolution, Computational Linguistics 34: 2, 2008;

  7. Haizhou Li, Jin-Shea Kuo, Jian Su, Chih-Lung Lin, Mining Live Transliterations Using Incremental Learning Algorithms, International Journal of Computer Processing of Lauguage, Vol. 21, No. 2(2008) 183-203;

  8. Zhou GuoDong, Zhang Jie, Su Jian, Shen Dan and Tan Chew Lim. Recognizing Names in Biomedical Texts: a Machine Learning Approach. BioInformatics, 20(7):1178-1190. DOI:10.1093/bioinformatics /bth060. 2004. ISSN: 1460-2059 [SCI],

  9. Zhang Jie, Shen Dan, Zhou GuoDong, Su Jian and Tan Chew Lim. Enhancing HMM-based Biomedical Named Entity Recognition by Studying Special Phenomena. Journal of Biomedical Informatics, Special Issue on Natural Language Processing in Biomedicine: Aims, Achievements and Challenge. 37(6). 411-422. 2004. ISSN: 1532-0464 [SCI Expanded]

  10. Zhou GuoDong and Su Jian. Machine Learning-based Named Entity Recognition via Effective Integration of Various Evidences. Natural Language Engineering (journal), 11(1): 2005, Cambridge Press. ISSN 1469-8110

  11. Zhou GuoDong, Shen Dan, Zhang Jie, Su Jian, Tan Soon Heng and Tan Chew Lim. Recognition of protein and gene names from text using an ensemble of classifiers and effective abbreviation resolution. BMC Bioinformatics. ISSN: 1471-2105 [SCI Expanded]

  12. Su Jian, K.T. Ng, H, Li, J-P Haton, "Nonparametric distance measures of speaker verification", IEE Electronics Letters, 27th Apr. 1995, Vol.31, No. 9

  13. H. Li, Su Jian, J-P Haton, "Short-timed speech dynamics for speaker recognition", IEE Electronics Letters, 17th Aug. 1995, Vol. 31, No. 17

Leading Conferences:

  1. Wei Zhang, Yunbo Cao,Chinyew Lin, Jian Su and Chew-Lim Tan, Learning a Replacement Model for Query Segmentation With Consistency in Search Logs, Proceedings of International Joint Conference on Natural Language Processing (IJCNLP) (2013), Nagoya, Japan, Oct. 2013;

  2. Wei Zhang, Jian Su and Chew-Lim Tan, Yunbo Cao, Chin-yew Lin, A Lazy Learning Model for Entity Linking Using Query-Specific Information, Proceedings of International Conference on Computational Linguistics (COLING) (2012), Mumbai, India, 8-15 December 2012;

  3. Wei Zhang, Yanchuan Sim, Jian Su and Chew-Lim Tan, Entity Linking with Effective Acronym Expansion, Instance Selection and Topic Modeling, Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI11), pages 1909-1914, Barcelona, Spain, 16-22 July 2011;

  4. Evan Xiang, Sinno Pan, Weike Pan, Jian Su and Qiang Yang, Source-Free Transfer Learning, Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI11), pages 2355-2360, Barcelona, Spain, 16-22 July 2011;

  5. Bin Chen, Jian Su, Sinno Jialin Pan and Chew Lim Tan, A Unified Event Coreference Resolution by Integrating Multiple Resolvers, Proceedings of the 5th International Joint Conference on Natural Language Processing, pages 102–110,Chiang Mai, Thailand, November 8 – 13, 2011;

  6. Wei Zhang, Jian Su, Chew Lim Tan, A Wikipedia-LDA Model for Entity Linking with Batch Size Changing Instance Selection, Proceedings of the 5th International Joint Conference on Natural Language Processing, pages 562–570, Chiang Mai, Thailand, November 8 – 13, 2011;

  7. WenTing WANG, Jian SU and Chew Lim TAN, Kernel Based Discourse Relation Recognition With Temporal Ordering Information, Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, pages 710–719, Uppsala, Sweden, 11-16 July 2010.

  8. Bin Chen, Jian Su and Chew Lim Tan, Resolving Event Noun Phrases to Their Verbal Mentions, Proceedings of the 2010 conference on Empirical Methods in Natural Language Processing, Pages 872-881, Cambridge, MA, October, 2010.

  9. Bin Chen, Jian Su and Chew Lim Tan. A Twin-Candidate Based Approach for Event Pronoun Resolution using Composite Kernel, Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010), Pages 188-196, Beijing, China, August, 2010

  10. Wei Zhang, Jian Su and Chew Lim Tan. Entity Linking Leveraging Automatically Generated Annotation, Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010), Pages 1290-1298, Beijing, China, August, 2010.

  11. Zhi Min Zhou, Man Lan, Yu Xu, Zheng Yu Niu, Jian Su, Chew Lim Tan, Predicting Discourse Connectives for Implicit Discourse Relation Recognition, Coling 2010, Posters, Pages 1507-1514, Beijing, China, August, 2010

  12. Xiaofeng Yang, Jian Su, Jun Lang, Chew Lim Tan, Ting Liu, Sheng Li, An Entity-Mention Model for Coreference Resolution with Inductive Logic Programming, Proceedings of ACL-08: HLT, P843-851, Columbus, Ohio, USA, June 2008.

  13. Chen Bin, Xiaofeng Yang, Jian Su, Chew Lim Tan, Other-Anaphora Resolution in Biomedical Texts with Automatic Mined Patterns, Proceedings of the 22nd International Conference on Computational Linguistics (CoLing 2008), pages 121-128, Manchester, August 2008.

  14. Stanley Yong Wai Keong, Su Jian, An Effective Method of Using Web Based Information for Relation Extraction, Proceedings of 3rd International Joint Conference of Natural Language Processing (IJCNLP2008), P350-357, Hyderabab, India.

  15. Xiaofeng Yang, Jian Su, Coreference Resolution Using Semantic Relatedness Information from Automatically Discovered Patterns, Proceedings of the 45th Annual meeting of the Association for Computational Linguistics, page.528-535, Prague,Czech Republic June 2007.

  16. Man LAN, Chew Lim TAN, Jian SU, Hwee Boon LOW, Text Representations for Text Categorization: A Case Study in BioMedical Domain, pp 2557-2562, proceedings of International Joint Conference on Neural Networks 2007 (IJCNN 2007), Orlando, FL, USA.

  17. X. Yang, J. Su & C.L. Tan. 2006. Kernel-based pronoun resolution with structured syntactic knowledge, In Proceedings of the 21st International Conference on Computational Linguistics and the 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL 06), Pages 41- 48. July 17-21, 2006, Sydney, Australia.

  18. GuoDong Zhou, Jian Su and Min Zhang. Modeling Commonality among Related Classes in Relation Extraction. In Proceedings of the 21st International Conference on Computational Linguistics and the 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL 2006), Pages 121-128, July 17-21, 2006, Sydney, Australia.

  19. Min Zhang, Jie Zhang, Jian Su, Guodong Zhou. A Composite Kernel to Extract Relations between Entities with Both Flat and Structured Features. In Proceedings of the 21st International Conference on Computational Linguistics and the 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL 2006), Pages 825-832. July 17-21, 2006, Sydney, Australia.

  20. Min Zhang, Jie Zhang and Jian Su. Exploring Syntactic Features for Relation Extraction using a Convolution Tree Kernel. Proceedings of the Human Language Technology conference - North American chapter of the Association for Computational Linguistics annual meeting (HLT-NAACL 2006), Pages 288-295, June 5-7 2006, New York, USA.

  21. Aw AiTi, Zhang Min, Xiao Juan, Su Jian, A phrase based statistical model for SMS texts normalization (poster), Annual Meeting of the Association for Computational Linguistics (COLING-ACL 2006), Pages 33-40. July 17-21, 2006 Sydney, Australia.

  22. Zhou GuoDong, Su Jian, Zhang Jie, Zhang Min, Exploring Various Knowledge in Relation Extraction, Proceedings of the 43rd Annual meeting of the Association for Computational Linguistics (ACL05), Ann Arbor, Michigan, US, pp.427-434.

  23. Yang Xiao Feng, Su Jian, Tan Chew Lim, Improving Pronoun Resolution Using Statistics - Based Semantic Compatibility Information, Proceedings of the 43rd Annual meeting of the Association for Computational Linguistics (ACL05), Ann Arbor, Michigan, US, pp.165-172.

  24. Min ZHANG, Jian SU, Danmei WANG, Guodong ZHOU, Chew Lim Tan, Discovering Relations from a Large Raw Corpus Using Tree Similarity - based Clustering, Natural Language Processing - IJCNLP 2005, Second International Joint Conference, Jeju, Korea, October, 2005, proceedings, pp 378-389, LNAI 3615 Springer.

  25. Min ZHANG, Haizhou LI, Jian SU and Hendra SETIWAN, A Phrase-based Context-dependent Joint Probability Model for Named Entity Translation, Natural Language Processing - IJCNLP 2005, Second International Joint Conference, Jeju, Korea, October, 2005, proceedings, pp 600-611, LNAI 3615 Springer.

  26. Xiaofeng Yang, Jian Su and Chew Lim Tan, A Twin-Candidate Model of Coreference Resolution with Non-Anaphor Identification Capability, Natural Language Processing - IJCNLP 2005, Second International Joint Conference, Jeju, Korea, October, 2005, proceedings, pp 719-730, LNAI 3615 Springer.
    Was selected as one of the best papers for publication on ACM Transaction on Asian Language Information Processing.

  27. XiaoFeng Yang, Jian Su, GuoDong Zhou, ChewLim Tan. Improving Pronoun Resolution by Incorporating Coreferential Information of candidates. P128-135, ACL 2004, July 21-26, Bacelona, Spain.

  28. Dan Shen, Jie Zhang, Jian Su, Guodong Zhou, Chew-Lim Tan. Multi-Criteria-based Active Learning for Named Entity Recognition. P590-597, ACL 2004, July 21-26, Bacelona, Spain.

  29. Li Haizhou, Zhang Min, Su Jian. A Joint Source-Channel Model for Machine Transliteration. P160-167, ACL 2004, July 21-26, Bacelona, Spain.

  30. Xiaofeng Yang, Jian Su, Guodong Zhou and Chew Lim Tan. A NP-Cluster Based Approach to Coreference Resolution. P226-232, Proceedings of 20th International Conference on Computational Linguistics (COLING'2004). Aug 23-27, 2004, Geneva, Switzerland.

  31. Zhou GuoDong and Su Jian. A high-performance coreference resolution system using a multi-agent strategy. P522-528, Proceedings of 20th International Conference on Computational Linguistics (COLING'2004). Aug 23-27, 2004, Geneva, Switzerland.

  32. Zhang Min, Li Haizhou and Su Jian. Direct Orthographical Mapping for Machine Transliteration. P716-722, Proceedings of 20th International Conference on Computational Linguistics (COLING'2004). Aug 23-27, 2004, Geneva, Switzerland.

  33. XiaoFeng Yang, GuoDong Zhou, Jian Su and Chew-Lim Tan. Improving Noun Phrase Coreference Resolution by Matching Strings. Proceedings of 1st International Joint Conference on Natural Language Processing (IJCNLP'2004), March 22-24, 2004, Sanya, China, pp226-333.

  34. Yang XiaoFeng, Zhou GuoDong, Su Jian and Tan ChewLim. Coreference Resolution Using Competition Learning Approach. Proceedings of ACL 2003, Sapporo, Japan, 7-12 July 2003, pp176-183.

  35. Zhou GuoDong and Su Jian. Named Entity Recognition Using a HMM-based Chunk Tagger. Proceedings of ACL 2002, Philadelphia, US, July 2002.

  36. Zhou GuoDong and SU Jian. Error-driven HMM-based Chunk Tagger with Context-dependent Lexicon. Proceedings of EMNLP/VLC-2000, Hong Kong, Oct 7-8 2000.

  37. Zhou GuoDong, Su Jian and Tey TongGuan. Hybrid Text Chunking. Proceedings of CoNLL'2000, Lisbon, Portugal, Sept 11-14 2000.

  38. Su Jian, H. Li, K.T. Ng, Speaker time-drifting adaptation using trajectory mixture hidden Markov Models, IEEE ICASSP'96, Atlanta, USA

Books and Proceedings:

  1. Jian Su, Kevin Duh, Xavier Carreras, Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing

  2. Lluís Màrquez, Chris Callison-Burch, Jian Su, Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing

  3. Keh-Yih Su, Jian Su, Janyce Wiebe, Haizhou Li, Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, 2009

  4. Jian Su and Christopher Baker (Eds.), BMC Bioinformatics Special Issue on Proceedings of the Second International Symposium on Languages in Biology and Medicine(LBM) 2007, 9(Suppl 3):S1, 11 April 2008.

  5. Robert Dale, Kam-Fai Wong, Jian Su, and Oi Yee Kwong (Eds.), Natural Language Processing - IJCNLP 2005, Second International Joint Conference, Jeju Island, Korea, October 11-13, 2005. Proceedings, Lecture Notes in Artificial Intelligence (LNAI 3651, Springer)

Others:

  1. Zhiqiang Toh, Jian Su, NLANGP at SemEval-2016 Task 5: Improving Aspect Based Sentiment Analysis using Neural Network Features, Proceedings of SemEval 2016, pages 287–293, San Diego, California, June 16-17, 2016.

  2. Zhiqiang Toh, Jian Su, NLANGP: Supervised Machine Learning System for Aspect Category Classification and Opinion Target Extraction, Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015), pages 496–501, Denver, Colorado, June 4-5, 2015.

  3. Zhiqiang Toh, Bin Chen Jian Su, Improving Twitter Named Entity Recognition using Word Representations, Proceedings of the ACL 2015 Workshop on Noisy User-generated Text , pages 141–145, Beijing, China, July 31, 2015.

  4. Wei Zhang, Yunbo Cao, Chinyew Lin, Jian Su, Chew Lim Tan, An Error Driven Approach to Query Segmentation, Proceedings of World-Wide Web Conference (WWW), Poster, May, 2013

  5. Zhi Min Zhou, Man Lan, Zheng Yu Niu, Yu Xu and Jian Su, The Effects of Discourse Connectives Prediction on Implicit Discourse Relation Recognition, Proceedings of the SIGDIAL 2010 Conference, pages 139-146, September, Tokyo, Japan, September, 2010

  6. Yuan Chen, Man Lan, Jian Su, Zhi Min Zhou, Yu Xu, ECNU: Effective Semantic Relations Classification without Complicated Features or Multiple External Corpora, Proceedings of the 5th International Workshop on Semantic Evaluation, Pages 226-229, Uppsala, Sweden, July 2010

  7. Su, Jian, Yang, Xiaofeng, Hong, Huaqing, Tateisi, Yuka, Tsujii, Jun'ichi , Coreference Resolution in Biomedical Texts: a Machine Learning Approach, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Dagstuhl Seminar Proceedings. 08131 - Ontologies and Text Mining for Life Sciences : Current Status and Future Perspectives, 2008.

  8. Man LAN, Chew Lim TAN, Jian SU, A Term Investigation and Majority Voting for Protein Interaction Article Sub-task 1 (IAS), Proceedings of the Second BioCreAtIve Challenge Evaluation Workshop, P183-185, Spain.

  9. Nie Yu, Yang Lingpeng, Zhang Jie, Su Jian, Ji Dong Hong, I2R at TREC 2006 Genomics Track, The Fifteenth Text REtrieval Conference (TREC 2006) Proceedings.

  10. Nie Yu, Yang Lingpeng, Ji Donghong, Zhang Jie, Su Jian, Yang Xiaofeng, Soon-Heng Tan, Xiao Juan, Zhou Guodong, TREC 2005 Genomics Track at I2R, The Fourteenth Text REtrieval Conference (TREC 2005) Proceedings.

  11. Juan Xiao, Jian Su, GuoDong Zhou, Chewlim Tan, Protein-Protein Interaction Extraction: A supervised Learning Approach, Proceedings of Symposium on Semantic Mining in Biomedicine, http://CEUR-WS.org/Vol-148/ , 2005,

  12. Zhou GuoDong, Su Jian, Resolution of Data Sparseness in Named Entity Recognition using Hierarchical Features and Feature Relaxation Principle, Proceedings of 6th International Conference on Intelligent Text Processing and Computational Linguistics, Lecture Notes in Computer Science (LNCS 3406, Springer). pp. 745-756, 13-19 Feb 2005, Mexico City.

  13. Xiaofeng Yang, Jian Su. Entity-Based Noun Phrase Coreference Resolution, Proceedings of 6th International Conference on Intelligent Text Processing and Computational Linguistics, Lecture Notes in Computer Science (LNCS 3406, Springer), PP 213- 216, 13-19 Feb 2005. Mexico City.

  14. Zhou GuoDong and Su Jian. Exploring deep knowledge resources in biomedical name recognition. Proceedings of 2004 Joint Workshop on Natural Language Processing in Biomedicine and its Applications (JNLPBA'2004 shared task), P99-102, Aug 28-29, 2004, Geneva, Switzerland.

  15. Zhou GuoDong, Shen Dan, Zhang Jie, Su Jian, Tan Soon Heng and Tan Chew Lim. Recognition of protein and gene names from text using an ensemble of classifiers and effective abbreviation resolution. Proceedings of BioCreAtIvE Workshop, pp 26-30, March 28-31, 2004, Granada, Spain.

  16. Dan Shen, Jie Zhang, Jian Su, GuoDong Zhou and Chew-Lim Tan. A Collaborative Ability Measurement for Co-training. Proceedings of 1st International Joint Conference on Natural Language Processing (IJCNLP'2004), pp608-613, March 22-24, 2004, Sanya, China.

  17. GuoDong Zhou and Jian Su. Integrating Various Features in Hidden Markov Model using Constraint Relaxation Algorithm for Recognition of Named Entities without Gazetteers. Proceedings of IEEE International Conference on NLP & KE, pp732-739, Oct 26-29, 2003, Beijing, China.

  18. Dan Shen, Jie Zhang, Guodong Zhou, Jian Su, Chew-Lim Tan. Effective Adaptation of Hidden Markov Model-based Named Entity Recognizer for Biomedical Domain. Proceedings of the ACL03 Workshop on Natural Language Processing in Biomedicine, pp49-56, Sapporo, Japan, July 2003.

  19. Zhou GuoDong and Su Jian. A Chinese Efficient Analyzer Integrating Word Segmentation, Part-Of-Speech Tagging, Partial Parsing and Full Parsing. Proceedings of the 2nd SIGHAN Workshop on Chinese Language Processing, pp78-83, ACL'03, Sapporo, Japan, 11-12 July 2003.

  20. Jian Su, Jin Guo, Loong Cheong Tong, "Target Word Selection with Co-occurrence and Translation Information", Machine Translation Summit VII'99, 1999.

  21. Su Jian, K.T. Ng, Xu Bing Zheng, "Speaker Recognition with discriminative speaker VQ models", ESCA, Eurospeech'95, Madrid, Spain

  22. H. Li, J-P Haton, Jian Su and Y. Gong, "Speaker recognition with temporal transition models", ESCA, Eurospeech'95, Madrid, Spain

  23. Su Jian, Da Beng Liu, H. Li, "Study of discriminative neural networks in speech recognition", IEEE ICNNSP'95, Nanjing, China