Publications

To Appear

  • Lingpeng Yang, Donghong Ji, Guodong Zhou and Yu Nie. Document Re-ranking Using Cluster Validation and Label Propagation. Accepted by the ACM Fifteenth Conference on Information and Knowledge Management (CIKM 2006), November 6-11, 2006, Arlington, USA.
  • Lingpeng Yang, Dongdong Ji and Yu Nie. Automatic Query Expansion Using Data Manifold. Accepted by the Asian Information Retrieval Symposium (AIRS) 2006, 16~18/10/2006, Singapore.
  • Yu Nie, Donghong Ji, Lingpeng Yang. Multi-Document Summarization Using a Clustering-Based Hybrid Strategy. Accepted by the Asian Information Retrieval Symposium (AIRS) 2006, 16~18/10/2006, Singapore.
  • Yu Nie, Donghong Ji, Lingpeng Yang. A New Approach of Sentence Ordering for Multi-Document Summarization: Connectivity Based Ordering. Accepted by the Asian Information Retrieval Symposium (AIRS) 2006, 16~18/10/2006, Singapore.
  • Zhou Guo Dong. Recognizing names in Biomedical Texts Using Hidden Markov Model and SVM Plus Sigmod. International Journal of Medical Informatics (Article in Press), ISSN 1386-5056.
  • Ji Dong Hong, Yang Ling Peng and Nie Yu. An Information Agent for Chinese and English Documents. Accepted by Special Issue of Journal of Language and Linguistics.

2006

  • Xiaofeng Yang, Jian Su and Chew-Lim Tan. 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 2006), Pages 41-48. Sydney, Australia.
  • Jinxiu Chen, DongHong Ji, Chew-Lim Tan, ZhengYu Niu. Relation Extraction Using Label Propagation Based Semi-Supervised Learning. In Proceedings of the joint conference of the International Committee on Computational Linguistics and the Association for Computational Linguistics (COLING/ACL-2006). Sydney, Australia.
  • Jinxiu Chen, DongHong Ji, Chew-Lim Tan, ZhengYu Niu. Unsupervised Relation Type Disambiguation Using Spectral Clustering. In Proceedings of the joint conference of the International Committee on Computational Linguistics and the Association for Computational Linguistics (COLING/ACL-2006). Sydney, Australia.
  • 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. Sydney, Australia.
  • 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. Sydney, Australia.
  • Min Zhang, Jie Zhang and Jian Su. Exploring Syntactic Features for Relation Extraction using a Convolution Tree Kernel. In Proceedings of the Human Language Technology conference - North American chapter of the Association for Computational Linguistics annual meeting (HLT-NAACL 2006). New York, USA..
  • Jinxiu Chen, DongHong Ji, Chew-Lim Tan, ZhengYu Niu. Semi-supervised Relation Extraction with Label Propagation. In Proceedings of the Human Language Technology conference - North American chapter of the Association for Computational Linguistics annual meeting (HLT-NAACL 2006). New York, USA.
  • Jinxiu Chen, DongHong Ji, Chew-Lim Tan, ZhengYu Niu. Unsupervised Relation Disambiguation with Order Identification Capabilities. In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2006). Sydney, Australia.

2005

  • Yang Xiao Feng, Su Jian and 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.
  • Zhou Guo Dong, Su Jian, Zhang Jie and Zhang Min. Combining 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.
  • Niu Zheng Yu, Ji Dong Hong and Tan Chew Lim. Word Sense Disambiguation Using Label Propagation Based Semi-supervised Learning Method. Proceedings of the 43rd Annual meeting of the Association for Computational Linguistics (ACL05), Ann Arbor, Michigan, US, pp.395-402.
  • Yang Ling Peng and Ji Dong Hong. Improving Retrieval Effectiveness by Using Key Terms in Top Retrieved Documents. Proceedings of the 27th European Conference on Information Retrieval, ECIR 2005, LNCS 3408, pp.169-184.
  • 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, 37(6), 2004, ISSN: 1532-0464, pp.411-422.
  • Zhou Guo Dong and Su Jian. Machine Learning-based Named Entity Recognition via Effective Integration of Various Evidences. Natural Language Engineering 11(1) 2005, Cambridge Press, ISSN 1469-8110, pp.189-206.
  • Zhou Guo Dong, Shen Dan, Zhang Jie, Su Jian, Tan Soon Heng and Tan Chew Lim. Recognition of Protein and Gene Name Recognition from Text using an Ensemble of Classifiers and Effective Abbreviation Resolution. BMC Bioinformatics, 6(supp 1):S7, 24 May 2005, ISSN 1471-2105. [SCI Expanded]
  • Yang Ling Peng and Ji Dong Hong. Document Re-ordering Based on Key Terms in Top Retrieved Documents. Proceedings of CICLing, 2005, pp.560-571.
  • Niu Zheng Yu and Ji Dong Hong. Word Sense Disambiguation Based on Semi-supervised Learning. Proceedings of CICLing, 2005, pp.232-235.
  • Zhou Guo Dong and 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), 13-19 Feb 2005, Mexico City, pp.745-756.
  • Yang Xiao Feng and Su Jian. 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), 13-19 Feb 2005, Mexico City, pp.213-216.
  • Zhou Guo Dong. Mutual Information Independence Model for Segmenting and Labeling Sequential Data. Proceedings of 6th International Conference on Intelligent Text Processing and Computational Linguistics, Lecture Notes in Computer Science (LNCS 3406), 13-19 Feb 2005, Mexico City, pp.155-166.
  • Jinxiu Chen, DongHong Ji, Chew-Lim Tan, ZhengYu Niu. Automatic Relation Extraction with Model Order Selection and Discriminative Label Identification. In Proceedings of the 2nd International Joint Conference on Natural Language Processing (IJCNLP-05). Jeju Island, Korea.
  • Jinxiu Chen, DongHong Ji, Chew-Lim Tan, ZhengYu Niu. Unsupervised Feature Selection for Relation Extraction. In Proceedings of the 2nd International Joint Conference on Natural Language Processing (IJCNLP-05). Jeju Island, Korea.
  • Niu Zheng Yu, Ji Dong Hong, Tan Chew Lim. A Semi-Supervised Feature Clustering Algorithm with Application to Word Sense Disambiguation. In Proceedings of HLT/EMNLP 2005. Vancouver, Canada.
  • Zhou Guo Dong. A Chunking Strategy towards Unknown Word Detection in Chinese Word Segmentation. In Proceedings of the 2nd International Joint Conference on Natural Language Processing (IJCNLP-05). Jeju Island, Korea.
  • Zhang Min, Su Jian, Wang Dan Mei and Zhou Guo Dong. Discovering Relations from a Large Raw Corpus Using Tree Similarity-based Clustering. In Proceedings of the 2nd International Joint Conference on Natural Language Processing (IJCNLP-05). Jeju Island, Korea.
  • Zhang Min, Li Hai Zhou, Su Jian and Hendra Setiawan. A Phrase-based Context-dependent Joint Probability Model for Named Entity Translation. In Proceedings of the 2nd International Joint Conference on Natural Language Processing (IJCNLP-05). Jeju Island, Korea.
  • Yang Xiao Feng, Su Jian and Tan Chew Lim. A Twin-Candidate Model of Coreference Resolution with Non-Anaphor Identification Capability. In Proceedings of the 2nd International Joint Conference on Natural Language Processing (IJCNLP-05). Jeju Island, Korea.
  • Aw Ai Ti, Zhang Min, Yeo Poh Khim, Fan Zhen Zhen and Su Jian. A Word Group Channel Model for English SMS Normalization. In Proceedings of MT Summit 05. (poster)
  • Yang Ling Peng, Ji Dong Hong and Leong Mun Kew. Chinese Document Re-ranking Based on Term Distribution and Maximal Marginal Relevance. In Proceedings of the Second Asia Information Retrieval Symposium (AIRS 2005).

2004

  • Niu Zheng Yu and Ji Dong Hong. Document Clustering based on Cluster Validation. Proceedings of the 13th ACM International Conference on Information and Knowledge Management (CIKM-2004), Washington, DC, USA, pp.501-506.
  • Ji Dong Hong (editor). Advances in Chinese Lexical Semantics (proceeding). Printice Hall Publishing, published in October, 2004.
  • Zhou Guo Dong, 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, pp.1178-1190. [SCI]
  • Shen Dan, Zhang Jie, Su Jian, Zhou Guo Dong and Tan Chew Lim. Multi-Criteria-based Active Learning for Named Entity Recognition. Proceedings of the 42nd Annual meeting of the Association for Computational Linguistics (ACL04), July 21-26, Bacelona, Spain, pp.590-597.
  • Li Haizhou, Zhang Min and Su Jian. A Joint Source-Channel Model for Machine Transliteration. Proceedings of the 42nd Annual meeting of the Association for Computational Linguistics (ACL04), July 21-26, Bacelona, Spain, pp.160-167.
  • Yang Xiao Feng, Su Jian, Zhou Guo Dong and Tan Chew Lim. Improving Pronoun Resolution by Incorporating Coreferential Information of candidates. Proceedings of the 42nd Annual meeting of the Association for Computational Linguistics (ACL04), July 21-26, Bacelona, Spain, pp.128-135.
  • Niu Zheng Yu, Ji Dong Hong, Lua Kim Teng. Learning Word Sense With Feature Selection and Order Identification Capabilities. Proceedings of the 42nd Annual meeting of the Association for Computational Linguistics (ACL04), July 21-26, Bacelona, Spain, pp.630-637.
  • Yang Xiao Feng, Su Jian, Zhou Guo Dong and Tan Chew Lim. A NP-Cluster Based Approach to Coreference Resolution. Proceedings of 20th International Conference on Computational Linguistics (COLING'2004), Aug 23-27, 2004, Geneva, Switzerland, pp.226-232.
  • Yang Ling Peng, Ji Dong Hong and Tang Li. Document Re-ranking Based on Automatically Acquired Key Terms in Chinese Information Retrieval. Proceedings of 20th International Conference on Computational Linguistics (COLING'2004), Aug 23-27, 2004, Geneva, Switzerland, pp.480-486.
  • Zhou Guo Dong. Discriminative hidden Markov modeling with long state dependence using a kNN ensemble. Proceedings of 20th International Conference on Computational Linguistics (COLING'2004), Aug 23-27, 2004, Geneva, Switzerland, pp.22-28.
  • Zhou Guo Dong and Lua Kim Teng. Modeling of long distance context dependence. Proceedings of 20th International Conference on Computational Linguistics (COLING'2004), Aug 23-27, 2004, Geneva, Switzerland, pp.92-98.
  • Zhou Guo Dong and Su Jian. A high-performance coreference resolution system using a multi-agent strategy. Proceedings of 20th International Conference on Computational Linguistics (COLING'2004), Aug 23-27, 2004, Geneva, Switzerland, pp.522-528.
  • Zhang Min, Li Hai Zhou and Su Jian. Direct Orthographical Mapping for Machine Transliteration. Proceedings of 20th International Conference on Computational Linguistics (COLING'2004), Aug 23-27, 2004, Geneva, Switzerland, pp.716-722.
  • Ji Dong Hong, Tang Li and Yang Ling Peng. Building a Conceptual Graph Bank for Chinese Language. Proceedings of 4th International Conference on Lexical Resource and Evaluation (LREC 2004), Lisbon, Portugal, May, 2004, pp.258-263.
  • Tang Li, Ji Dong Hong, Nie Yu and Yang Ling Peng. A Model of Semantic Representations Analysis for Chinese Sentences. Proceedings of 4th International Conference on Lexical Resource and Evaluation (LREC 2004), Lisbon, Portugal, May, 2004, pp.234-238.
  • Yang Ling Peng, Ji Dong Hong, Tang Li. Document Re-ranking Based on Global and Local Terms. Proceedings of the Third SIGHAN Workshop on Chinese Language Processing, Barcelona, Spain, July 25-26, 2004, pp.17-23.
  • Tang Li, Ji Dong Hong, Yang Ling Peng. A Large-Scale Semantic Structure for Chinese Sentences. Proceedings of the Third SIGHAN Workshop on Chinese Language Processing, Barcelona, Spain, July 25-26, 2004, pp.116-121.
  • Hu Po, He Ting Ting and Ji Dong Hong. Chinese Text Summarization Based on Thematic Area Detection. Text Summarization Branches Out: Proceedings of the ACL-04 Workshop, Barcelona, Spain, July 25-26, 2004, pp.112-119.
  • Zhou Guo Dong 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), Aug 28-29, 2004, Geneva, Switzerland, pp.99-102.
  • Zhou Guo Dong. Recognizing names in biomedical texts using Hidden Markov Model and SVM plus Sigmod. Proceedings of 2004 Joint Workshop on Natural Language Processing in Biomedicine and its Applications (JNLPBA'2004), Aug 28-29, 2004, Geneva, Switzerland, pp.1-7.
  • Yang Ling Peng, Ji Dong Hong and Tang Li. Chinese Information Retrieval Based on Terms and Ontology. Proceedings of NTCIR workshop, 2004, pp.65-73.
  • Zhou Guo Dong, 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, March 28-31, 2004, Granada, Spain, pp.26-30.
  • Shen Dan, Zhang Jie, Su Jian, Zhou Guo Dong and Tan Chew Lim. A Collaborative Ability Measurement for Co-training. Proceedings of 1st International Joint Conference on Natural Language Processing (IJCNLP'2004), March 22-24, 2004, Sanya, China, pp.608-613.
  • Yang Xiao Feng, Zhou Guo Dong, Su Jian and Tan Chew Lim. 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, pp.226-333.
  • Niu Zheng Yu, Ji Dong Hong. Alexander F. Gelbukh(Ed.) Feature Selection for Chinese Character Sense Discrimination. Proceedings of the 5th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING-2004), Seoul, Korea, Lecture Notes in Computer Science 2945 Springer 2004, ISBN 3-540-21006-7, pp.198-205.
  • Tang Li and Ji Dong Hong. Conceptual Basis for Lexical Relatedness. Proceedings of International Conference on Intelligent Text processing and Computational Linguistics, 2004, (LNCS Series), pp.41-44.
  • Tang Li and Ji Dong Hong. Mapping Between Syntactic Structure and Conceptual Structures. Proceedings of International Conference on Lexical Resource and Evaluation, 2004, pp.
  • Hong Hua Qing and Liu Ze Quan. A Corpus-based Study of Reporting Verbs in Fictions: A Translational Perspective. Journal of US-China Foreign Language (ISSN1539-8080,USA), Vol 2, No.8, 2004, pp.48-54.

2003

  • Ji Dong Hong, Yang Ling Peng and Nie Yu. An Information Agent for Chinese and English Documents. Proceedings of 4th International Workshop on Chinese Lexical Semantics, Nov 2003, (Invited Talk), pp.35-40.
  • Ji Dong Hong, Yang Ling Peng and Nie Yu. Online Discovery of Relevant Terms from Internet. Proceedings of IEEE International Conference on NLP & KE, Oct 26-29, 2003, Beijing, China, pp.124-129.
  • Zhou Guo Dong and Su Jian. 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, Oct 26-29, 2003, Beijing, China, pp.732-739.
  • Liu Ze Quan and Hong Hua Qing. A Translational Perspective of Reporting Verbs in Creative Writing. Proceedings of 2003 International Conference of Corpus Linguistics, Oct 2003, Shanghai Jiao Tong University, pp.13-27.
  • Ji Dong Hong and Tang Li. Building a Conceptual Graph Bank for Chinese Sentences. Proceedings of European Conference on Chinese Linguistics, Sep 2003, pp.43-50.
  • Yang Xiao Feng, Zhou Guo Dong, Su Jian and Tan Chew Lim. Coreference Resolution Using Competition Learning Approach. Proceedings of the 41st Annual meeting of the Association for Computational Linguistics (ACL03), Sapporo, Japan, 7-12 July 2003, pp.176-183.
  • Zhou Guo Dong 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, ACL03, Sapporo, Japan, 11-12 July 2003, pp.78-83.
  • Zhou Guo Dong. Modeling of Long Distance Context Dependency in Chinese. Proceedings of the 2nd SIGHAN Workshop on Chinese Language Processing, ACL03, Sapporo, Japan, 11-12 July 2003, pp.71-77.
  • Zhou Guo Dong. Chunking-based Chinese Word Tokenization. Proceedings of the 2nd SIGHAN Workshop on Chinese Language Processing, ACL03, Sapporo, Japan, 11-12 July 2003, pp.188-191.
  • Shen Dan, Zhang Jie, Zhou Guo Dong, Su Jian and Tan Chew Lim. Effective Adaptation of Hidden Markov Model-based Named Entity Recognizer for Biomedical Domain. Proceedings of the ACL03 Workshop on Natural Language Processing in Biomedicine, Sapporo, Japan, July 2003, pp.49-56.
  • Ji Dong Hong, Tang Li, Nie Yu and Yang Ling Peng. A Semantic Resource for Chinese sentences. To be presented at 2003 European Conference on Chinese Linguistics.
  • Tang Li, Ji Donghong, Yang Ling Peng and Nie Yu. A Project on A Lexical Tree Bank of Chinese Sentences. Proceedings of the XVII International Congress of Linguists, July 2003, Prague, Czech Republic, pp.
  • Hong Hua Qing. NPs as Content Indicators in Text Categorization. Proceedings of the XVII International Congress of Linguists, July 2003, Prague, Czech Republic.
  • Tang Li and Ji Dong Hong. A Formal Model of Semantic Representations. Proceedings of COMPLEX 2003, 7th Conference on Computational Lexicography and Text Researc, April 2003, Budapest, Hungary, pp.56-64.
  • Ji Dong Hong, Yang Ling Peng and Tang Li. Learning Word Senses from Texts. To be presented at 3rd International workshop on Chinese Lexical Semantics (invited talk), Hong Kong.

2002 & Older

  • Zhou Guo Dong and Su Jian. Named Entity Recognition Using a HMM-based Chunk Tagger. Proceedings of the 40th Annual meeting of the Association for Computational Linguistics (ACL02), Philadelphia, US, July 2002, pp.473-480.
  • Ji Dong Hong and Tang Li. A Study of Semantic Structures of Chinese Language. Proceedings of 3rd International Kent Ridge Round Table Conference of Chinese Language, Nov 2002, Singapore, pp.
  • Nie Yu, Ji Dong Hong and Yang Ling Peng. LIT at TREC 2002: Web Track. Proceedings of 2002 TREC Conference, November, 2002, USA.
  • Ji Dong Hong, Yang Ling Peng and Nie Yu. Chinese Language IR based on Term Extraction. Proceedings of 3rd NTCIR workshop, October 2002, Tokyo, pp..
  • . Design and Construction of Conceptual Graph Bank. Proceedings of 3rd Workshop on Chinese Lexical Semantics, May 2002, Taipei, pp..
  • . Meaning Transfer in the process of word formation. Proceedings of 3rd Workshop on Chinese Lexical Semantics, May 2002, Taipei, pp..
  • Zhou Guo Dong and Su Jian. Error-driven HMM-based Chunk Tagger with Context-dependent Lexicon. Proceedings of EMNLP/VLC-2000, Hong Kong, Oct 7-8 2000, pp.71-79.
  • Zhou Guo Dong, Su Jian and Tey Tong Guan. Hybrid Text Chunking. Proceedings of CoNLL'2000, Lisbon, Portugal, Sept 11-14 2000, pp.163-165.