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New Technology of Library and Information Service  2009, Vol. 25 Issue (5): 1-5    DOI: 10.11925/infotech.1003-3513.2009.05.01
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Relation Extraction Based on Stanford Parser
Liu Jianhua 1,Zhang Zhixiong 1
1(National Science Library, Chinese Academy of Sciences, Beijing 100190, China)
2(Graduate University of Chinese Academy of Sciences, Beijing 100049, China)
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Following the review of some relation extraction researches based on GATE, this paper brings forward an open relation extraction model based on GATE and Stanford Parser. It is proved that the model can extract the relation triple guided by verb or preposition effectively, which will have an important impact on intelligence analysis.

Key wordsSemantic relation extraction      GATE      Stanford Parser      Relation triple     
Received: 30 March 2009      Published: 25 May 2009


Corresponding Authors: Liu Jianhua     E-mail:
About author:: Liu Jianhua ,Zhang Zhixiong

Cite this article:

Liu Jianhua ,Zhang Zhixiong. Relation Extraction Based on Stanford Parser. New Technology of Library and Information Service, 2009, 25(5): 1-5.

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[1] GATE [EB/OL].[2009-01-10].
[2] Dimitar M, Borislav P.SEKT sekt-d-2-4-1-Metadata Annotation Tools. D2.6.1 Massive Automatic Annotation[EB/OL]. [2009-01-12].
[3] Proton Ontoloty[EB/OL]. [2009-01-12].
[4] Philipp C, Johanna V. Text2Onto - A Framework for Ontology Learning and Data-driven Change Discovery[C]. In Proceedings of NLDB’05, 2005.
[5]Hearst M A. Automatic Acquisition of Hyponyms from Large Text Corpora[C].In: Proceedings of the 14th International Conference on Computational Linguistics, 1992.
[6] Paul B, Philipp C, Stefania R, et al. Ontology-based Information Extraction with SOBA[EB/OL]. [2009-01-12].
[7] Michele B, Michael J C, Stephen S, et al. Open Information Extraction from the Web [C].In:Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI 2007).
[8] ACE2008 Evaluation Plan v1.2d[EB/OL]. [2009-01-12].
[9] Harith A, Sanghee K, David E M, et al. Automatic Extraction of Knowledge from Web Documents[EB/OL]. [2009-01-10].
[10] The Stanford Parser: A Statistical Parser[EB/OL]. [2009-01-10].
[11] Marie-Catherine De Marneffe, Christopher D M. Stanford Typed Dependencies Manual[EB/OL]. [2009-01-10].
[12] ScienceDaily [EB/OL]. [2009-01-10].
[13] 赵琦,刘建华,冯浩然.从ACE会议看信息抽取技术的发展趋势[J].现代图书情报技术, 2008(3): 18-23.

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