Xiaofeng Yang

Ph. D. in Computer Science, National University of Singapore, 2006.
B.S. and M.S. in Computer Science, Xiamen University, China, 2001.

Research Fellow,
Data Mining Department,
Institute for Infocomm Research (I2R), Singapore

Email: xiaofengy at i2r dot a-star dot edu dot sg

Address: 1 Fusionopolis Way, #21-01 Connexis, Singapore 138632


Research Interests: Reference resolution, Discourse processing, Information extraction
  Test our Named-Entity Recognition & Coreference Resolution System on Bio-text: Click here

Past and Current Projects:
  • BOOTStrep - Bootstrapping Of Ontologies and Terminologies STrategic REsearch Project
    BOOTStrep is a Specific Targeted Research Project (STREP) of the European Union's 6th Framework Programme, Thematic Priority 2 (Information Society Technologies) within the fourth call of the programme. It addresses the strategic objective "Semantic-based Knowledge and Content Systems".
  • MedCo
    This project is to annotate co-reference information on MedLine abstracts (GENIA portion). It's going to important resources for co-reference resolution on bio-literature domain for information extraction and text-mining purposes.

Professional Services:

Publications:
  • B. Chen, X. Yang, J. Su and C.L. Tan. 2008. Other-Anaphora Resolution in Biomedical Texts with Automatically Mined Patterns, In Proceedings of the 22nd International Conference on Computational Linguistics (COLING08). Pages 121-128, Manchester, UK.
  • Y. Versley, A. Moschitti, M. Poesio, and X. Yang. 2008. Coreference Systems based on Kernels Methods, In Proceedings of the 22nd International Conference on Computational Linguistics (COLING08). Pages 961-968, Manchester, UK.
  • X. Yang, J. Su, J. Lang, C.L. Tan, T. Liu and S. Li. 2008. An Entity-Mention Model for Coreference Resolution with Inductive Logic Programming, In Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics (ACL08), Pages 843-851. Columbus, OH.
  • X. Yang, J. Su & C.L. Tan. 2008. A twin-candidate model for learning based anaphora resolution, in Computational Linguistics, Volume 34(3), Pages 327-356.
  • Yannick Versley, Simone Paolo Ponzetto, Massimo Poesio, Vladimir Eidelman, Alan Jern, Jason Smith, Xiaofeng Yang, Alessandro Moschitti. 2008. BART: A Modular Toolkit for Coreference Resolution, In proceedings of the sixth international conference on Language Resources and Evaluation (LREC08). Morocco.
  • Massimo Poesio, David Day, Ron Arstein, Jason Duncan, Vladimir Eidelman, Claudio Giuliano, Rob Hall, Janet Hitzeman, Alan Jern, Mijail Kabadjov, Gideon Mann, Paul McNamee, Allessandro Moschitti, Simone Ponzetto, Jason Smith, Josef Steinberger, Michael Strube, Jian Su, Yannick Versley, Xiaofeng Yang, and Michael Wick. Exploiting Enclypedic and Lexical Resources for Entity Disambiguation, Johns Hopkins Tech Report, 2007
  • X. Yang & J. Su. 2007. Coreference resolution using semantic relatedness information from automatically discovered patterns, In Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics (ACL07), Pages 528 - 535. Prague, Czech.
  • 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. Sydney, Australia.
  • X. Yang. A twin-candidate model for learning based coreference resolution. PHD Thesis.
  • X. Yang, J. Su & C. L. Tan. 2005. A twin-candidate model of coreference resolution with non-anaphor identification capability, In Proceedings of the 2nd International Joint Conference of Natural Language Processing (IJCNLP05), Lecture Notes in Computer Science, Volume 3651, Pages 719 - 730. Jeju Island, Korea.
  • X. Yang, J. Su & C.L. Tan. 2005. Improving pronoun resolution using statistics-based semantic compatibility information, In Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL05), Pages 165-172. Ann Arbor, USA.
  • X. Yang, J. Su & L. Yang. 2005. Entity-based noun phrase coreference resolution, In Proceedings of the 6th Computational Linguistics and Intelligent Text Processing (CICLING05), Lecture Notes in Computer Science, Volume 3406, Pages 218-221. Mexico City, Mexico.
  • X. Yang, J. Su, G. Zhou & C. L. Tan. 2004. An NP-Cluster approach to coreference resolution, In Proceedings of the 20th International Conference on Computational Linguistics (COLING04), Geneva, Switzerland.
  • X. Yang, J. Su, G. Zhou & C. L. Tan. 2004. Improving pronoun resolution by incorporating coreferential information of candidates, In Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics (ACL04) , Barcelona, Spain.
  • X. Yang, G. Zhou, J. Su & C. L. Tan. 2004. Improving noun phrase coreference resolution by matching strings, In Proceedings of the 1st International Joint Conference of Natural Language Processing (IJCNLP04), Lecture Notes in Computer Science, Volume 3248, Pages 22 - 31. Hainan, China.
  • X. Yang, G. Zhou, J. Su & C. L. Tan. 2003. Coreference resolution using competition learning approach, In Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics (ACL03) , Pages 176-183. Sapporo, Japan.

I am personally responsible for any content and opinion posted on this homepage. The Institute for Infocomm Research is not responsible for any contents found on this homepage or any opinion expressed herein.
Last Updated on 03-Oct-2008.

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